src/noteBooks/Exploratory Data Analysis on Open Images Classes.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# About this Notebook:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "This notebook detailed the exploratory data analysis on Google's Open Images dataset's 600 boxable classes. We explored the possibility to use these classes with branches of categories as the fundation to establish relational labels for Deep Image Hub.\n",
    "\n",
    "The details of the dataset can be found here __[Open Images](https://storage.googleapis.com/openimages/web/factsfigures.html)__\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Notebook Enviroment"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- Kernel: Python 3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Python 3.6.3 :: Anaconda custom (64-bit)\r\n"
     ]
    }
   ],
   "source": [
    "!python --version"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Question to be answered:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1. How many classes can we use?\n",
    "2. How many images perclass?\n",
    "3. Can we use the hieracical structure of the classes?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## TODO"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "Construct the inital labels for Deep Image Hub with hierarchical relationships of categories of classes."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load Modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from __future__ import print_function\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import json\n",
    "import os\n",
    "from os.path import dirname as up\n",
    "import time\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Commonly Shared Statics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "data_labels_description_dir_path = '../../data/doc/labels/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "data_dir_path = '../../data/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "projectPath = up(up(os.getcwd()))\n",
    "\n",
    "s3_bucket_name = \"s3://insight-data-images/\"\n",
    "\n",
    "database_ini_file_path = \"/utilities/database/database.ini\"\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/zhonghengli/Documents/Insight/Project\n"
     ]
    }
   ],
   "source": [
    "print(projectPath)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# EDA on the class-descriptions.csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "class_descriptions_file_path = data_labels_description_dir_path + 'class-descriptions.csv'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df_class_descriptions = pd.read_csv(class_descriptions_file_path,names=['LabelName', 'Description'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LabelName</th>\n",
       "      <th>Description</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>/m/0100nhbf</td>\n",
       "      <td>Sprenger's tulip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>/m/0104x9kv</td>\n",
       "      <td>Vinegret</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>/m/0105jzwx</td>\n",
       "      <td>Dabu-dabu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>/m/0105ld7g</td>\n",
       "      <td>Pistachio ice cream</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>/m/0105lxy5</td>\n",
       "      <td>Woku</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>/m/0105n86x</td>\n",
       "      <td>Pastila</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>/m/0105ts35</td>\n",
       "      <td>Burasa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>/m/0108_09c</td>\n",
       "      <td>Summer snowflake</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>/m/01_097</td>\n",
       "      <td>Airmail</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>/m/010dmf</td>\n",
       "      <td>Isle of man tt</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     LabelName          Description\n",
       "0  /m/0100nhbf     Sprenger's tulip\n",
       "1  /m/0104x9kv             Vinegret\n",
       "2  /m/0105jzwx            Dabu-dabu\n",
       "3  /m/0105ld7g  Pistachio ice cream\n",
       "4  /m/0105lxy5                 Woku\n",
       "5  /m/0105n86x              Pastila\n",
       "6  /m/0105ts35               Burasa\n",
       "7  /m/0108_09c     Summer snowflake\n",
       "8    /m/01_097              Airmail\n",
       "9    /m/010dmf       Isle of man tt"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_class_descriptions.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LabelName</th>\n",
       "      <th>Description</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>19985</th>\n",
       "      <td>/m/0zdntfj</td>\n",
       "      <td>Candy cane sorrel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19986</th>\n",
       "      <td>/m/0zg7256</td>\n",
       "      <td>Gingerbread house</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19987</th>\n",
       "      <td>/m/0zghq</td>\n",
       "      <td>Moonshine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19988</th>\n",
       "      <td>/m/0zkm</td>\n",
       "      <td>Arthropod</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19989</th>\n",
       "      <td>/m/0zlm</td>\n",
       "      <td>Conservation-restoration</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19990</th>\n",
       "      <td>/m/0zrpfhj</td>\n",
       "      <td>Throwing</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19991</th>\n",
       "      <td>/m/0zrrls2</td>\n",
       "      <td>Red dahlia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19992</th>\n",
       "      <td>/m/0zrthkd</td>\n",
       "      <td>Brine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19993</th>\n",
       "      <td>/m/0zrv5th</td>\n",
       "      <td>Lamborghini huracán</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19994</th>\n",
       "      <td>/m/0zvk5</td>\n",
       "      <td>Helmet</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        LabelName               Description\n",
       "19985  /m/0zdntfj         Candy cane sorrel\n",
       "19986  /m/0zg7256         Gingerbread house\n",
       "19987    /m/0zghq                 Moonshine\n",
       "19988     /m/0zkm                 Arthropod\n",
       "19989     /m/0zlm  Conservation-restoration\n",
       "19990  /m/0zrpfhj                  Throwing\n",
       "19991  /m/0zrrls2                Red dahlia\n",
       "19992  /m/0zrthkd                     Brine\n",
       "19993  /m/0zrv5th       Lamborghini huracán\n",
       "19994    /m/0zvk5                    Helmet"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_class_descriptions.tail(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LabelName</th>\n",
       "      <th>Description</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>19995</td>\n",
       "      <td>19995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>unique</th>\n",
       "      <td>19995</td>\n",
       "      <td>19712</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>top</th>\n",
       "      <td>/m/03h3knk</td>\n",
       "      <td>Trunk</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>freq</th>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         LabelName Description\n",
       "count        19995       19995\n",
       "unique       19995       19712\n",
       "top     /m/03h3knk       Trunk\n",
       "freq             1           4"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_class_descriptions.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 19995 entries, 0 to 19994\n",
      "Data columns (total 2 columns):\n",
      "LabelName      19995 non-null object\n",
      "Description    19995 non-null object\n",
      "dtypes: object(2)\n",
      "memory usage: 312.5+ KB\n"
     ]
    }
   ],
   "source": [
    "df_class_descriptions.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Replace space with underscore for S3 bucket prefix "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df_class_descriptions.Description = df_class_descriptions.Description.str.replace(' ', '_')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LabelName</th>\n",
       "      <th>Description</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>19985</th>\n",
       "      <td>/m/0zdntfj</td>\n",
       "      <td>Candy_cane_sorrel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19986</th>\n",
       "      <td>/m/0zg7256</td>\n",
       "      <td>Gingerbread_house</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19987</th>\n",
       "      <td>/m/0zghq</td>\n",
       "      <td>Moonshine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19988</th>\n",
       "      <td>/m/0zkm</td>\n",
       "      <td>Arthropod</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19989</th>\n",
       "      <td>/m/0zlm</td>\n",
       "      <td>Conservation-restoration</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19990</th>\n",
       "      <td>/m/0zrpfhj</td>\n",
       "      <td>Throwing</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19991</th>\n",
       "      <td>/m/0zrrls2</td>\n",
       "      <td>Red_dahlia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19992</th>\n",
       "      <td>/m/0zrthkd</td>\n",
       "      <td>Brine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19993</th>\n",
       "      <td>/m/0zrv5th</td>\n",
       "      <td>Lamborghini_huracán</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19994</th>\n",
       "      <td>/m/0zvk5</td>\n",
       "      <td>Helmet</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        LabelName               Description\n",
       "19985  /m/0zdntfj         Candy_cane_sorrel\n",
       "19986  /m/0zg7256         Gingerbread_house\n",
       "19987    /m/0zghq                 Moonshine\n",
       "19988     /m/0zkm                 Arthropod\n",
       "19989     /m/0zlm  Conservation-restoration\n",
       "19990  /m/0zrpfhj                  Throwing\n",
       "19991  /m/0zrrls2                Red_dahlia\n",
       "19992  /m/0zrthkd                     Brine\n",
       "19993  /m/0zrv5th       Lamborghini_huracán\n",
       "19994    /m/0zvk5                    Helmet"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_class_descriptions.tail(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Extract the label names for the 600 classes from  bbox_labels_600_hierarchy.json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "bbox_labels_600_hierarchy.json classes-trainable.txt\r\n",
      "class-descriptions.csv         classes.txt\r\n"
     ]
    }
   ],
   "source": [
    "! ls ../../data/doc/labels/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "bbox_labels_600_hierarchy_json_file_path = data_labels_description_dir_path + 'bbox_labels_600_hierarchy.json'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "bbox_labels_600_json_data=open(bbox_labels_600_hierarchy_json_file_path).read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "bbox_labels_600_json = json.loads(bbox_labels_600_json_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'LabelName': '/m/0bl9f',\n",
       " 'Subcategory': [{'LabelName': '/m/0242l'},\n",
       "  {'LabelName': '/m/03120'},\n",
       "  {'LabelName': '/m/0h8l4fh'},\n",
       "  {'LabelName': '/m/0138tl',\n",
       "   'Subcategory': [{'LabelName': '/m/0167gd'},\n",
       "    {'LabelName': '/m/01j51'},\n",
       "    {'LabelName': '/m/029b3'},\n",
       "    {'LabelName': '/m/02wmf'},\n",
       "    {'LabelName': '/m/02zt3'},\n",
       "    {'LabelName': '/m/0kmg4'}]},\n",
       "  {'LabelName': '/m/019dx1',\n",
       "   'Subcategory': [{'LabelName': '/m/0174k2'},\n",
       "    {'LabelName': '/m/01k6s3'},\n",
       "    {'LabelName': '/m/029bxz'},\n",
       "    {'LabelName': '/m/02pjr4'},\n",
       "    {'LabelName': '/m/02wv84t'},\n",
       "    {'LabelName': '/m/02x984l'},\n",
       "    {'LabelName': '/m/03qhv5'},\n",
       "    {'LabelName': '/m/03s_tn'},\n",
       "    {'LabelName': '/m/03wvsk'},\n",
       "    {'LabelName': '/m/040b_t'},\n",
       "    {'LabelName': '/m/04169hn'},\n",
       "    {'LabelName': '/m/04lvq_'},\n",
       "    {'LabelName': '/m/063rgb'},\n",
       "    {'LabelName': '/m/07xyvk'},\n",
       "    {'LabelName': '/m/0fx9l'},\n",
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       "    {'LabelName': '/m/0283dt1'},\n",
       "    {'LabelName': '/m/039xj_'},\n",
       "    {'LabelName': '/m/0k0pj'},\n",
       "    {'LabelName': '/m/03q69'},\n",
       "    {'LabelName': '/m/0k65p'},\n",
       "    {'LabelName': '/m/031n1'},\n",
       "    {'LabelName': '/m/0dzf4'},\n",
       "    {'LabelName': '/m/035r7c'},\n",
       "    {'LabelName': '/m/015h_t'}]},\n",
       "  {'LabelName': '/m/08dz3q',\n",
       "   'Subcategory': [{'LabelName': '/m/01jfm_'},\n",
       "    {'LabelName': '/m/083wq'},\n",
       "    {'LabelName': '/m/0dkzw'},\n",
       "    {'LabelName': '/m/0h9mv'}]},\n",
       "  {'LabelName': '/m/0djtd'}]}"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bbox_labels_600_json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def item_generator(json_input, lookup_key):\n",
    "    if isinstance(json_input, dict):\n",
    "        for k, v in json_input.items():\n",
    "            if k == lookup_key:\n",
    "                yield v\n",
    "            else:\n",
    "                for child_val in item_generator(v, lookup_key):\n",
    "                    yield child_val\n",
    "    elif isinstance(json_input, list):\n",
    "        for item in json_input:\n",
    "            for item_val in item_generator(item, lookup_key):\n",
    "                yield item_val"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use set() remove redundunt values "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "subcategory_set = set()\n",
    "for label in item_generator(bbox_labels_600_json, \"LabelName\"):  \n",
    "    subcategory_set.add(label)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "subcategory_list =list(subcategory_set)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use a single column dataframe as filter when combining with human readble class descriptions later "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df_bbox_600_labels = pd.DataFrame(subcategory_list,columns=['LabelName'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LabelName</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>/m/02pdsw</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>/m/0zvk5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>/m/02wv6h6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>/m/0_cp5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>/m/03rszm</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    LabelName\n",
       "0   /m/02pdsw\n",
       "1    /m/0zvk5\n",
       "2  /m/02wv6h6\n",
       "3    /m/0_cp5\n",
       "4   /m/03rszm"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_bbox_600_labels.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LabelName</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>602</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>unique</th>\n",
       "      <td>602</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>top</th>\n",
       "      <td>/m/044r5d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>freq</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        LabelName\n",
       "count         602\n",
       "unique        602\n",
       "top     /m/044r5d\n",
       "freq            1"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_bbox_600_labels.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "## Filter out 600 classes from class descriptions for human readable descriptions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df_trainables = pd.merge(df_bbox_600_labels,\n",
    "                 df_class_descriptions[['LabelName', 'Description']],\n",
    "                 on='LabelName', \n",
    "                 how='inner')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 601 entries, 0 to 600\n",
      "Data columns (total 2 columns):\n",
      "LabelName      601 non-null object\n",
      "Description    601 non-null object\n",
      "dtypes: object(2)\n",
      "memory usage: 14.1+ KB\n"
     ]
    }
   ],
   "source": [
    "df_trainables.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>LabelName</th>\n",
       "      <th>Description</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>/m/02pdsw</td>\n",
       "      <td>Cutting_board</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>/m/0zvk5</td>\n",
       "      <td>Helmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>/m/02wv6h6</td>\n",
       "      <td>Skirt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>/m/0_cp5</td>\n",
       "      <td>Oyster</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>/m/03rszm</td>\n",
       "      <td>Curtain</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>/m/0152hh</td>\n",
       "      <td>Snowman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>/m/0k65p</td>\n",
       "      <td>Human_hand</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>/m/0dtln</td>\n",
       "      <td>Lamp</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>/m/0hdln</td>\n",
       "      <td>Ruler</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>/m/0h99cwc</td>\n",
       "      <td>Kitchen_appliance</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    LabelName        Description\n",
       "0   /m/02pdsw      Cutting_board\n",
       "1    /m/0zvk5             Helmet\n",
       "2  /m/02wv6h6              Skirt\n",
       "3    /m/0_cp5             Oyster\n",
       "4   /m/03rszm            Curtain\n",
       "5   /m/0152hh            Snowman\n",
       "6    /m/0k65p         Human_hand\n",
       "7    /m/0dtln               Lamp\n",
       "8    /m/0hdln              Ruler\n",
       "9  /m/0h99cwc  Kitchen_appliance"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_trainables.head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Save the 600_trainable_LabelNames as a csv file in case for future references "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "df_trainables.to_csv( data_dir_path + '600_trainable_LabelNames.csv', sep=',')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Listing all the labels "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cutting_board\n",
      "Helmet\n",
      "Skirt\n",
      "Oyster\n",
      "Curtain\n",
      "Snowman\n",
      "Human_hand\n",
      "Lamp\n",
      "Ruler\n",
      "Kitchen_appliance\n",
      "Punching_bag\n",
      "Harbor_seal\n",
      "Bathtub\n",
      "Butterfly\n",
      "High_heels\n",
      "Turtle\n",
      "Headphones\n",
      "Picnic_basket\n",
      "Pineapple\n",
      "Crown\n",
      "Kangaroo\n",
      "Pen\n",
      "Spoon\n",
      "Chisel\n",
      "Apple\n",
      "Camera\n",
      "Bust\n",
      "Watch\n",
      "Eraser\n",
      "Stretcher\n",
      "Infant_bed\n",
      "Magpie\n",
      "Chair\n",
      "Scissors\n",
      "Spice_rack\n",
      "Dishwasher\n",
      "Cattle\n",
      "Indoor_rower\n",
      "Sculpture\n",
      "Knife\n",
      "Lynx\n",
      "Dress\n",
      "Accordion\n",
      "Dolphin\n",
      "Human_nose\n",
      "Cupboard\n",
      "Door\n",
      "Filing_cabinet\n",
      "Handgun\n",
      "Sports_equipment\n",
      "Candle\n",
      "Rhinoceros\n",
      "Aircraft\n",
      "Ostrich\n",
      "Stationary_bicycle\n",
      "Sparrow\n",
      "Tire\n",
      "Lion\n",
      "Tower\n",
      "Fashion_accessory\n",
      "Shirt\n",
      "Hair_dryer\n",
      "Cricket_ball\n",
      "Porch\n",
      "Flowerpot\n",
      "Human_mouth\n",
      "Office_building\n",
      "Cabbage\n",
      "Artichoke\n",
      "Honeycomb\n",
      "Watermelon\n",
      "Radish\n",
      "Land_vehicle\n",
      "Drink\n",
      "Salt_and_pepper_shakers\n",
      "Wardrobe\n",
      "Salad\n",
      "Desk\n",
      "Hiking_equipment\n",
      "Skyscraper\n",
      "Cream\n",
      "Hedgehog\n",
      "Raven\n",
      "Tortoise\n",
      "Coffee\n",
      "Juice\n",
      "Furniture\n",
      "Beer\n",
      "Mushroom\n",
      "Alarm_clock\n",
      "Window\n",
      "Moths_and_butterflies\n",
      "Giraffe\n",
      "Dog\n",
      "Kitchenware\n",
      "Scoreboard\n",
      "Palm_tree\n",
      "Door_handle\n",
      "Bathroom_cabinet\n",
      "Cart\n",
      "Trumpet\n",
      "Cat_furniture\n",
      "Insect\n",
      "Wine\n",
      "Kitchen_&_dining_room_table\n",
      "Lizard\n",
      "Blender\n",
      "Hair_spray\n",
      "Baseball_glove\n",
      "Shower\n",
      "Christmas_tree\n",
      "Woman\n",
      "Gondola\n",
      "Snake\n",
      "Worm\n",
      "Armadillo\n",
      "Blue_jay\n",
      "Panda\n",
      "Plumbing_fixture\n",
      "Truck\n",
      "Flashlight\n",
      "Tree_house\n",
      "Refrigerator\n",
      "Mango\n",
      "Drawer\n",
      "Muffin\n",
      "Grapefruit\n",
      "Lemon\n",
      "Wheelchair\n",
      "Poster\n",
      "Football_helmet\n",
      "Piano\n",
      "Ladybug\n",
      "Belt\n",
      "Toilet_paper\n",
      "Tiara\n",
      "Plant\n",
      "Crutch\n",
      "Platter\n",
      "Laptop\n",
      "Guacamole\n",
      "Dragonfly\n",
      "Helicopter\n",
      "Crocodile\n",
      "Wheel\n",
      "Boy\n",
      "Baseball_bat\n",
      "Popcorn\n",
      "Clock\n",
      "Bookcase\n",
      "Mule\n",
      "Kite\n",
      "Drill\n",
      "Bicycle\n",
      "Crab\n",
      "Glasses\n",
      "Canary\n",
      "Sea_lion\n",
      "Snowboard\n",
      "Paddle\n",
      "French_fries\n",
      "Bagel\n",
      "Tool\n",
      "Spatula\n",
      "Billiard_table\n",
      "Surfboard\n",
      "Shorts\n",
      "Pancake\n",
      "Jacuzzi\n",
      "Sword\n",
      "Rays_and_skates\n",
      "Miniskirt\n",
      "Lily\n",
      "Jug\n",
      "Scale\n",
      "Parachute\n",
      "Stop_sign\n",
      "Tripod\n",
      "Pear\n",
      "Unicycle\n",
      "Zebra\n",
      "Cheese\n",
      "Goggles\n",
      "Jellyfish\n",
      "Stairs\n",
      "Tablet_computer\n",
      "Maracas\n",
      "Billboard\n",
      "Vegetable\n",
      "Wine_rack\n",
      "Tiger\n",
      "Flute\n",
      "Invertebrate\n",
      "Penguin\n",
      "Cake\n",
      "Person\n",
      "Cookie\n",
      "Trombone\n",
      "Bat\n",
      "Perfume\n",
      "Handbag\n",
      "Orange\n",
      "Computer_keyboard\n",
      "Bicycle_wheel\n",
      "Turkey\n",
      "Chainsaw\n",
      "Bicycle_helmet\n",
      "Maple\n",
      "Waffle_iron\n",
      "Swim_cap\n",
      "Sandwich\n",
      "Necklace\n",
      "Bottle\n",
      "Toilet\n",
      "Milk\n",
      "Whisk\n",
      "Closet\n",
      "Binoculars\n",
      "Common_fig\n",
      "Antelope\n",
      "Deer\n",
      "Doughnut\n",
      "Cake_stand\n",
      "Human_arm\n",
      "Corded_phone\n",
      "Goldfish\n",
      "Human_hair\n",
      "Dumbbell\n",
      "Fire_hydrant\n",
      "Band-aid\n",
      "Tomato\n",
      "Bathroom_accessory\n",
      "Hamster\n",
      "Envelope\n",
      "Traffic_light\n",
      "Toothbrush\n",
      "Power_plugs_and_sockets\n",
      "Sunglasses\n",
      "Wall_clock\n",
      "Wine_glass\n",
      "Tennis_ball\n",
      "Medical_equipment\n",
      "Container\n",
      "Pastry\n",
      "Whiteboard\n",
      "Cabinetry\n",
      "Kettle\n",
      "Cheetah\n",
      "Sewing_machine\n",
      "Syringe\n",
      "Paper_towel\n",
      "Grinder\n",
      "Fruit\n",
      "Cantaloupe\n",
      "Pizza_cutter\n",
      "Polar_bear\n",
      "Bronze_sculpture\n",
      "Harpsichord\n",
      "Coin\n",
      "Limousine\n",
      "Tie\n",
      "Remote_control\n",
      "Cello\n",
      "Chest_of_drawers\n",
      "Duck\n",
      "Harmonica\n",
      "Box\n",
      "Swimming_pool\n",
      "Car\n",
      "Pencil_sharpener\n",
      "Houseplant\n",
      "Bull\n",
      "Human_body\n",
      "Horse\n",
      "Whale\n",
      "Washing_machine\n",
      "Pasta\n",
      "Airplane\n",
      "Chopsticks\n",
      "Vehicle\n",
      "Potato\n",
      "Skunk\n",
      "Pitcher\n",
      "Dessert\n",
      "Bed\n",
      "Seahorse\n",
      "Mixer\n",
      "Pomegranate\n",
      "Centipede\n",
      "Hammer\n",
      "Golf_ball\n",
      "Cooking_spray\n",
      "Teapot\n",
      "Measuring_cup\n",
      "Sports_uniform\n",
      "Jaguar\n",
      "Bomb\n",
      "Broccoli\n",
      "Auto_part\n",
      "Sofa_bed\n",
      "Dagger\n",
      "Can_opener\n",
      "Mechanical_fan\n",
      "Coffee_cup\n",
      "Mixing_bowl\n",
      "Cocktail\n",
      "Food_processor\n",
      "Missile\n",
      "Submarine_sandwich\n",
      "Wok\n",
      "Cocktail_shaker\n",
      "Plate\n",
      "Briefcase\n",
      "Torch\n",
      "Chicken\n",
      "Fish\n",
      "Coat\n",
      "Camel\n",
      "Koala\n",
      "Squirrel\n",
      "Fast_food\n",
      "Drum\n",
      "Human_eye\n",
      "Golf_cart\n",
      "Suit\n",
      "Football\n",
      "Falcon\n",
      "Pumpkin\n",
      "Carnivore\n",
      "Cassette_deck\n",
      "Pressure_cooker\n",
      "Bidet\n",
      "Umbrella\n",
      "Dice\n",
      "Bell_pepper\n",
      "Sea_turtle\n",
      "Croissant\n",
      "Cowboy_hat\n",
      "Diaper\n",
      "Alpaca\n",
      "Wrench\n",
      "Spider\n",
      "Fountain\n",
      "Musical_keyboard\n",
      "Jacket\n",
      "Balance_beam\n",
      "Goose\n",
      "Telephone\n",
      "Sock\n",
      "Shellfish\n",
      "Hamburger\n",
      "Burrito\n",
      "Hat\n",
      "Taxi\n",
      "Tennis_racket\n",
      "Mouse\n",
      "Scarf\n",
      "Bottle_opener\n",
      "Drinking_straw\n",
      "Human_foot\n",
      "Dairy\n",
      "Woodpecker\n",
      "Monkey\n",
      "Ring_binder\n",
      "Television\n",
      "Weapon\n",
      "Baked_goods\n",
      "Flower\n",
      "Pig\n",
      "Coffee_table\n",
      "Table\n",
      "Winter_melon\n",
      "Light_switch\n",
      "Otter\n",
      "Footwear\n",
      "Book\n",
      "Hand_dryer\n",
      "Kitchen_knife\n",
      "Cannon\n",
      "Egg\n",
      "Girl\n",
      "Isopod\n",
      "Fox\n",
      "Paper_cutter\n",
      "Rose\n",
      "Balloon\n",
      "Mobile_phone\n",
      "Luggage_and_bags\n",
      "Adhesive_tape\n",
      "Food\n",
      "Seat_belt\n",
      "Human_beard\n",
      "Lipstick\n",
      "Computer_mouse\n",
      "Lifejacket\n",
      "Eagle\n",
      "Snowplow\n",
      "Flying_disc\n",
      "Jeans\n",
      "Snack\n",
      "Peach\n",
      "Train\n",
      "Table_tennis_racket\n",
      "Dinosaur\n",
      "Humidifier\n",
      "Mirror\n",
      "Office_supplies\n",
      "Ant\n",
      "Nightstand\n",
      "Racket\n",
      "Nail\n",
      "Seafood\n",
      "Teddy_bear\n",
      "Skull\n",
      "Human_head\n",
      "Volleyball\n",
      "Marine_invertebrates\n",
      "Coconut\n",
      "Skateboard\n",
      "Countertop\n",
      "Parrot\n",
      "Picture_frame\n",
      "Tin_can\n",
      "Fireplace\n",
      "Organ\n",
      "Ratchet\n",
      "Barge\n",
      "Shelf\n",
      "Willow\n",
      "Submarine\n",
      "Horizontal_bar\n",
      "Fax\n",
      "Shrimp\n",
      "Coffeemaker\n",
      "Home_appliance\n",
      "Human_ear\n",
      "Animal\n",
      "Brassiere\n",
      "Stool\n",
      "Bench\n",
      "Tick\n",
      "Hot_dog\n",
      "Rabbit\n",
      "Lighthouse\n",
      "Street_light\n",
      "Boat\n",
      "Sunflower\n",
      "Beetle\n",
      "Bus\n",
      "Waffle\n",
      "Earrings\n",
      "Scorpion\n",
      "Ladder\n",
      "Bee\n",
      "Owl\n",
      "Pillow\n",
      "Banjo\n",
      "Beaker\n",
      "Rocket\n",
      "Musical_instrument\n",
      "Rifle\n",
      "Wood-burning_stove\n",
      "Computer_monitor\n",
      "Tap\n",
      "Bowling_equipment\n",
      "Soap_dispenser\n",
      "Heater\n",
      "Personal_care\n",
      "Vehicle_registration_plate\n",
      "Ipod\n",
      "Tea\n",
      "Ambulance\n",
      "Frog\n",
      "Zucchini\n",
      "Canoe\n",
      "Roller_skates\n",
      "Trousers\n",
      "Human_leg\n",
      "Clothing\n",
      "Chime\n",
      "Shark\n",
      "Saucer\n",
      "Violin\n",
      "Plastic_bag\n",
      "Treadmill\n",
      "Facial_tissue_holder\n",
      "Tart\n",
      "Screwdriver\n",
      "Cat\n",
      "Raccoon\n",
      "Horn\n",
      "Goat\n",
      "Elephant\n",
      "Dog_bed\n",
      "Gas_stove\n",
      "Man\n",
      "Light_bulb\n",
      "Ice_cream\n",
      "Cosmetics\n",
      "Traffic_sign\n",
      "Guitar\n",
      "Marine_mammal\n",
      "Tank\n",
      "Convenience_store\n",
      "Frying_pan\n",
      "Boot\n",
      "Couch\n",
      "Snail\n",
      "Beehive\n",
      "Jet_ski\n",
      "Lavender\n",
      "Sink\n",
      "Serving_tray\n",
      "Barrel\n",
      "Oven\n",
      "Rugby_ball\n",
      "Ladle\n",
      "Saxophone\n",
      "Brown_bear\n",
      "Kitchen_utensil\n",
      "Suitcase\n",
      "Swan\n",
      "Snowmobile\n",
      "Calculator\n",
      "Taco\n",
      "Axe\n",
      "Studio_couch\n",
      "Building\n",
      "Harp\n",
      "Printer\n",
      "Tableware\n",
      "Banana\n",
      "Swimwear\n",
      "Tent\n",
      "Stapler\n",
      "House\n",
      "Leopard\n",
      "Porcupine\n",
      "Caterpillar\n",
      "Candy\n",
      "Bird\n",
      "Doll\n",
      "Asparagus\n",
      "Window_blind\n",
      "Loveseat\n",
      "Shotgun\n",
      "Sheep\n",
      "Bread\n",
      "Slow_cooker\n",
      "Squid\n",
      "Training_bench\n",
      "Face_powder\n",
      "Reptile\n",
      "Strawberry\n",
      "Toaster\n",
      "Mammal\n",
      "Microphone\n",
      "Sushi\n",
      "Sandal\n",
      "Mug\n",
      "Squash\n",
      "Sun_hat\n",
      "Bow_and_arrow\n",
      "Vase\n",
      "Sombrero\n",
      "Stethoscope\n",
      "Glove\n",
      "Ceiling_fan\n",
      "Parking_meter\n",
      "Digital_clock\n",
      "Castle\n",
      "Human_face\n",
      "Segway\n",
      "Pretzel\n",
      "Cucumber\n",
      "Toy\n",
      "Watercraft\n",
      "Tree\n",
      "Lantern\n",
      "Microwave_oven\n",
      "Red_panda\n",
      "Fedora\n",
      "Van\n",
      "Fork\n",
      "Bear\n",
      "Oboe\n",
      "Towel\n",
      "Waste_container\n",
      "Bowl\n",
      "Pizza\n",
      "Starfish\n",
      "Lobster\n",
      "Flag\n",
      "Pencil_case\n",
      "Ball\n",
      "Motorcycle\n",
      "Ski\n",
      "Backpack\n",
      "Carrot\n",
      "Grape\n",
      "Hippopotamus\n"
     ]
    }
   ],
   "source": [
    "for i in list(df_trainables['Description']):\n",
    "    print (i)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create a dictionary from  the df_trainables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "trainables_dict = df_trainables.set_index(\"LabelName\").to_dict(orient=\"index\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'/m/011k07': {'Description': 'Tortoise'},\n",
       " '/m/011q46kg': {'Description': 'Container'},\n",
       " '/m/012074': {'Description': 'Magpie'},\n",
       " '/m/0120dh': {'Description': 'Sea_turtle'},\n",
       " '/m/01226z': {'Description': 'Football'},\n",
       " '/m/012n7d': {'Description': 'Ambulance'},\n",
       " '/m/012w5l': {'Description': 'Ladder'},\n",
       " '/m/012xff': {'Description': 'Toothbrush'},\n",
       " '/m/012ysf': {'Description': 'Syringe'},\n",
       " '/m/0130jx': {'Description': 'Sink'},\n",
       " '/m/0138tl': {'Description': 'Toy'},\n",
       " '/m/013y1f': {'Description': 'Organ'},\n",
       " '/m/01432t': {'Description': 'Cassette_deck'},\n",
       " '/m/014j1m': {'Description': 'Apple'},\n",
       " '/m/014sv8': {'Description': 'Human_eye'},\n",
       " '/m/014trl': {'Description': 'Cosmetics'},\n",
       " '/m/014y4n': {'Description': 'Paddle'},\n",
       " '/m/0152hh': {'Description': 'Snowman'},\n",
       " '/m/01599': {'Description': 'Beer'},\n",
       " '/m/015h_t': {'Description': 'Human_beard'},\n",
       " '/m/015p6': {'Description': 'Bird'},\n",
       " '/m/015qbp': {'Description': 'Parking_meter'},\n",
       " '/m/015qff': {'Description': 'Traffic_light'},\n",
       " '/m/015wgc': {'Description': 'Croissant'},\n",
       " '/m/015x4r': {'Description': 'Cucumber'},\n",
       " '/m/015x5n': {'Description': 'Radish'},\n",
       " '/m/0162_1': {'Description': 'Towel'},\n",
       " '/m/0167gd': {'Description': 'Doll'},\n",
       " '/m/016m2d': {'Description': 'Skull'},\n",
       " '/m/0174k2': {'Description': 'Washing_machine'},\n",
       " '/m/0174n1': {'Description': 'Glove'},\n",
       " '/m/0175cv': {'Description': 'Tick'},\n",
       " '/m/0176mf': {'Description': 'Belt'},\n",
       " '/m/017ftj': {'Description': 'Sunglasses'},\n",
       " '/m/018j2': {'Description': 'Banjo'},\n",
       " '/m/018p4k': {'Description': 'Cart'},\n",
       " '/m/018xm': {'Description': 'Ball'},\n",
       " '/m/01940j': {'Description': 'Backpack'},\n",
       " '/m/0199g': {'Description': 'Bicycle'},\n",
       " '/m/019dx1': {'Description': 'Home_appliance'},\n",
       " '/m/019h78': {'Description': 'Centipede'},\n",
       " '/m/019jd': {'Description': 'Boat'},\n",
       " '/m/019w40': {'Description': 'Surfboard'},\n",
       " '/m/01_5g': {'Description': 'Chopsticks'},\n",
       " '/m/01_bhs': {'Description': 'Fast_food'},\n",
       " '/m/01b638': {'Description': 'Boot'},\n",
       " '/m/01b7fy': {'Description': 'Headphones'},\n",
       " '/m/01b9xk': {'Description': 'Hot_dog'},\n",
       " '/m/01bfm9': {'Description': 'Shorts'},\n",
       " '/m/01bjv': {'Description': 'Bus'},\n",
       " '/m/01bl7v': {'Description': 'Boy'},\n",
       " '/m/01bms0': {'Description': 'Screwdriver'},\n",
       " '/m/01bqk0': {'Description': 'Bicycle_wheel'},\n",
       " '/m/01btn': {'Description': 'Barge'},\n",
       " '/m/01c648': {'Description': 'Laptop'},\n",
       " '/m/01cmb2': {'Description': 'Miniskirt'},\n",
       " '/m/01d380': {'Description': 'Drill'},\n",
       " '/m/01d40f': {'Description': 'Dress'},\n",
       " '/m/01dws': {'Description': 'Bear'},\n",
       " '/m/01dwsz': {'Description': 'Waffle'},\n",
       " '/m/01dwwc': {'Description': 'Pancake'},\n",
       " '/m/01dxs': {'Description': 'Brown_bear'},\n",
       " '/m/01dy8n': {'Description': 'Woodpecker'},\n",
       " '/m/01f8m5': {'Description': 'Blue_jay'},\n",
       " '/m/01f91_': {'Description': 'Pretzel'},\n",
       " '/m/01fb_0': {'Description': 'Bagel'},\n",
       " '/m/01fdzj': {'Description': 'Tower'},\n",
       " '/m/01fh4r': {'Description': 'Teapot'},\n",
       " '/m/01g317': {'Description': 'Person'},\n",
       " '/m/01g3x7': {'Description': 'Bow_and_arrow'},\n",
       " '/m/01gkx_': {'Description': 'Swimwear'},\n",
       " '/m/01gllr': {'Description': 'Beehive'},\n",
       " '/m/01gmv2': {'Description': 'Brassiere'},\n",
       " '/m/01h3n': {'Description': 'Bee'},\n",
       " '/m/01h44': {'Description': 'Bat'},\n",
       " '/m/01h8tj': {'Description': 'Starfish'},\n",
       " '/m/01hrv5': {'Description': 'Popcorn'},\n",
       " '/m/01j3zr': {'Description': 'Burrito'},\n",
       " '/m/01j4z9': {'Description': 'Chainsaw'},\n",
       " '/m/01j51': {'Description': 'Balloon'},\n",
       " '/m/01j5ks': {'Description': 'Wrench'},\n",
       " '/m/01j61q': {'Description': 'Tent'},\n",
       " '/m/01jfm_': {'Description': 'Vehicle_registration_plate'},\n",
       " '/m/01jfsr': {'Description': 'Lantern'},\n",
       " '/m/01k6s3': {'Description': 'Toaster'},\n",
       " '/m/01kb5b': {'Description': 'Flashlight'},\n",
       " '/m/01knjb': {'Description': 'Billboard'},\n",
       " '/m/01krhy': {'Description': 'Tiara'},\n",
       " '/m/01lcw4': {'Description': 'Limousine'},\n",
       " '/m/01llwg': {'Description': 'Necklace'},\n",
       " '/m/01lrl': {'Description': 'Carnivore'},\n",
       " '/m/01lsmm': {'Description': 'Scissors'},\n",
       " '/m/01lynh': {'Description': 'Stairs'},\n",
       " '/m/01m2v': {'Description': 'Computer_keyboard'},\n",
       " '/m/01m4t': {'Description': 'Printer'},\n",
       " '/m/01mqdt': {'Description': 'Traffic_sign'},\n",
       " '/m/01mzpv': {'Description': 'Chair'},\n",
       " '/m/01n4qj': {'Description': 'Shirt'},\n",
       " '/m/01n5jq': {'Description': 'Poster'},\n",
       " '/m/01nkt': {'Description': 'Cheese'},\n",
       " '/m/01nq26': {'Description': 'Sock'},\n",
       " '/m/01pns0': {'Description': 'Fire_hydrant'},\n",
       " '/m/01prls': {'Description': 'Land_vehicle'},\n",
       " '/m/01r546': {'Description': 'Earrings'},\n",
       " '/m/01rkbr': {'Description': 'Tie'},\n",
       " '/m/01rzcn': {'Description': 'Watercraft'},\n",
       " '/m/01s105': {'Description': 'Cabinetry'},\n",
       " '/m/01s55n': {'Description': 'Suitcase'},\n",
       " '/m/01tcjp': {'Description': 'Muffin'},\n",
       " '/m/01vbnl': {'Description': 'Bidet'},\n",
       " '/m/01ww8y': {'Description': 'Snack'},\n",
       " '/m/01x3jk': {'Description': 'Snowmobile'},\n",
       " '/m/01x3z': {'Description': 'Clock'},\n",
       " '/m/01x_v': {'Description': 'Camel'},\n",
       " '/m/01xgg_': {'Description': 'Medical_equipment'},\n",
       " '/m/01xq0k1': {'Description': 'Cattle'},\n",
       " '/m/01xqw': {'Description': 'Cello'},\n",
       " '/m/01xs3r': {'Description': 'Jet_ski'},\n",
       " '/m/01xygc': {'Description': 'Coat'},\n",
       " '/m/01xyhv': {'Description': 'Suit'},\n",
       " '/m/01y9k5': {'Description': 'Desk'},\n",
       " '/m/01yrx': {'Description': 'Cat'},\n",
       " '/m/01yx86': {'Description': 'Bronze_sculpture'},\n",
       " '/m/01z1kdw': {'Description': 'Juice'},\n",
       " '/m/02068x': {'Description': 'Gondola'},\n",
       " '/m/020jm': {'Description': 'Beetle'},\n",
       " '/m/020kz': {'Description': 'Cannon'},\n",
       " '/m/020lf': {'Description': 'Computer_mouse'},\n",
       " '/m/021mn': {'Description': 'Cookie'},\n",
       " '/m/021sj1': {'Description': 'Office_building'},\n",
       " '/m/0220r2': {'Description': 'Fountain'},\n",
       " '/m/0242l': {'Description': 'Coin'},\n",
       " '/m/024d2': {'Description': 'Calculator'},\n",
       " '/m/024g6': {'Description': 'Cocktail'},\n",
       " '/m/02522': {'Description': 'Computer_monitor'},\n",
       " '/m/025dyy': {'Description': 'Box'},\n",
       " '/m/025fsf': {'Description': 'Stapler'},\n",
       " '/m/025nd': {'Description': 'Christmas_tree'},\n",
       " '/m/025rp__': {'Description': 'Cowboy_hat'},\n",
       " '/m/0268lbt': {'Description': 'Hiking_equipment'},\n",
       " '/m/026qbn5': {'Description': 'Studio_couch'},\n",
       " '/m/026t6': {'Description': 'Drum'},\n",
       " '/m/0270h': {'Description': 'Dessert'},\n",
       " '/m/0271qf7': {'Description': 'Wine_rack'},\n",
       " '/m/0271t': {'Description': 'Drink'},\n",
       " '/m/027pcv': {'Description': 'Zucchini'},\n",
       " '/m/027rl48': {'Description': 'Ladle'},\n",
       " '/m/0283dt1': {'Description': 'Human_mouth'},\n",
       " '/m/0284d': {'Description': 'Dairy'},\n",
       " '/m/029b3': {'Description': 'Dice'},\n",
       " '/m/029bxz': {'Description': 'Oven'},\n",
       " '/m/029tx': {'Description': 'Dinosaur'},\n",
       " '/m/02_n6y': {'Description': 'Goggles'},\n",
       " '/m/02bm9n': {'Description': 'Ratchet'},\n",
       " '/m/02crq1': {'Description': 'Couch'},\n",
       " '/m/02ctlc': {'Description': 'Cricket_ball'},\n",
       " '/m/02cvgx': {'Description': 'Winter_melon'},\n",
       " '/m/02d1br': {'Description': 'Spatula'},\n",
       " '/m/02d9qx': {'Description': 'Whiteboard'},\n",
       " '/m/02ddwp': {'Description': 'Pencil_sharpener'},\n",
       " '/m/02dgv': {'Description': 'Door'},\n",
       " '/m/02dl1y': {'Description': 'Hat'},\n",
       " '/m/02f9f_': {'Description': 'Shower'},\n",
       " '/m/02fh7f': {'Description': 'Eraser'},\n",
       " '/m/02fq_6': {'Description': 'Fedora'},\n",
       " '/m/02g30s': {'Description': 'Guacamole'},\n",
       " '/m/02gzp': {'Description': 'Dagger'},\n",
       " '/m/02h19r': {'Description': 'Scarf'},\n",
       " '/m/02hj4': {'Description': 'Dolphin'},\n",
       " '/m/02jfl0': {'Description': 'Sombrero'},\n",
       " '/m/02jnhm': {'Description': 'Tin_can'},\n",
       " '/m/02jvh9': {'Description': 'Mug'},\n",
       " '/m/02jz0l': {'Description': 'Tap'},\n",
       " '/m/02l8p9': {'Description': 'Harbor_seal'},\n",
       " '/m/02lbcq': {'Description': 'Stretcher'},\n",
       " '/m/02mqfb': {'Description': 'Can_opener'},\n",
       " '/m/02p0tk3': {'Description': 'Human_body'},\n",
       " '/m/02p3w7d': {'Description': 'Roller_skates'},\n",
       " '/m/02p5f1q': {'Description': 'Coffee_cup'},\n",
       " '/m/02pdsw': {'Description': 'Cutting_board'},\n",
       " '/m/02pjr4': {'Description': 'Blender'},\n",
       " '/m/02pkr5': {'Description': 'Plumbing_fixture'},\n",
       " '/m/02pv19': {'Description': 'Stop_sign'},\n",
       " '/m/02rdsp': {'Description': 'Office_supplies'},\n",
       " '/m/02rgn06': {'Description': 'Volleyball'},\n",
       " '/m/02s195': {'Description': 'Vase'},\n",
       " '/m/02tsc9': {'Description': 'Slow_cooker'},\n",
       " '/m/02vkqh8': {'Description': 'Wardrobe'},\n",
       " '/m/02vqfm': {'Description': 'Coffee'},\n",
       " '/m/02vwcm': {'Description': 'Whisk'},\n",
       " '/m/02w3_ws': {'Description': 'Personal_care'},\n",
       " '/m/02w3r3': {'Description': 'Paper_towel'},\n",
       " '/m/02wbm': {'Description': 'Food'},\n",
       " '/m/02wbtzl': {'Description': 'Sun_hat'},\n",
       " '/m/02wg_p': {'Description': 'Tree_house'},\n",
       " '/m/02wmf': {'Description': 'Flying_disc'},\n",
       " '/m/02wv6h6': {'Description': 'Skirt'},\n",
       " '/m/02wv84t': {'Description': 'Gas_stove'},\n",
       " '/m/02x8cch': {'Description': 'Salt_and_pepper_shakers'},\n",
       " '/m/02x984l': {'Description': 'Mechanical_fan'},\n",
       " '/m/02xb7qb': {'Description': 'Face_powder'},\n",
       " '/m/02xqq': {'Description': 'Fax'},\n",
       " '/m/02xwb': {'Description': 'Fruit'},\n",
       " '/m/02y6n': {'Description': 'French_fries'},\n",
       " '/m/02z51p': {'Description': 'Nightstand'},\n",
       " '/m/02zn6n': {'Description': 'Barrel'},\n",
       " '/m/02zt3': {'Description': 'Kite'},\n",
       " '/m/02zvsm': {'Description': 'Tart'},\n",
       " '/m/030610': {'Description': 'Treadmill'},\n",
       " '/m/0306r': {'Description': 'Fox'},\n",
       " '/m/03120': {'Description': 'Flag'},\n",
       " '/m/0319l': {'Description': 'Horn'},\n",
       " '/m/031b6r': {'Description': 'Window_blind'},\n",
       " '/m/031n1': {'Description': 'Human_foot'},\n",
       " '/m/0323sq': {'Description': 'Golf_cart'},\n",
       " '/m/032b3c': {'Description': 'Jacket'},\n",
       " '/m/033cnk': {'Description': 'Egg'},\n",
       " '/m/033rq4': {'Description': 'Street_light'},\n",
       " '/m/0342h': {'Description': 'Guitar'},\n",
       " '/m/034c16': {'Description': 'Pillow'},\n",
       " '/m/035r7c': {'Description': 'Human_leg'},\n",
       " '/m/035vxb': {'Description': 'Isopod'},\n",
       " '/m/0388q': {'Description': 'Grape'},\n",
       " '/m/039xj_': {'Description': 'Human_ear'},\n",
       " '/m/03__z0': {'Description': 'Bookcase'},\n",
       " '/m/03_wxk': {'Description': 'Kitchenware'},\n",
       " '/m/03bbps': {'Description': 'Power_plugs_and_sockets'},\n",
       " '/m/03bj1': {'Description': 'Panda'},\n",
       " '/m/03bk1': {'Description': 'Giraffe'},\n",
       " '/m/03bt1vf': {'Description': 'Woman'},\n",
       " '/m/03c7gz': {'Description': 'Door_handle'},\n",
       " '/m/03d443': {'Description': 'Rhinoceros'},\n",
       " '/m/03dnzn': {'Description': 'Bathtub'},\n",
       " '/m/03fj2': {'Description': 'Goldfish'},\n",
       " '/m/03fp41': {'Description': 'Houseplant'},\n",
       " '/m/03fwl': {'Description': 'Goat'},\n",
       " '/m/03g8mr': {'Description': 'Baseball_bat'},\n",
       " '/m/03grzl': {'Description': 'Baseball_glove'},\n",
       " '/m/03hj559': {'Description': 'Mixing_bowl'},\n",
       " '/m/03hl4l9': {'Description': 'Marine_invertebrates'},\n",
       " '/m/03hlz0c': {'Description': 'Kitchen_utensil'},\n",
       " '/m/03jbxj': {'Description': 'Light_switch'},\n",
       " '/m/03jm5': {'Description': 'House'},\n",
       " '/m/03k3r': {'Description': 'Horse'},\n",
       " '/m/03kt2w': {'Description': 'Stationary_bicycle'},\n",
       " '/m/03l9g': {'Description': 'Hammer'},\n",
       " '/m/03ldnb': {'Description': 'Ceiling_fan'},\n",
       " '/m/03m3pdh': {'Description': 'Sofa_bed'},\n",
       " '/m/03m3vtv': {'Description': 'Adhesive_tape'},\n",
       " '/m/03m5k': {'Description': 'Harp'},\n",
       " '/m/03nfch': {'Description': 'Sandal'},\n",
       " '/m/03p3bw': {'Description': 'Bicycle_helmet'},\n",
       " '/m/03q5c7': {'Description': 'Saucer'},\n",
       " '/m/03q5t': {'Description': 'Harpsichord'},\n",
       " '/m/03q69': {'Description': 'Human_hair'},\n",
       " '/m/03qhv5': {'Description': 'Heater'},\n",
       " '/m/03qjg': {'Description': 'Harmonica'},\n",
       " '/m/03qrc': {'Description': 'Hamster'},\n",
       " '/m/03rszm': {'Description': 'Curtain'},\n",
       " '/m/03s_tn': {'Description': 'Kettle'},\n",
       " '/m/03ssj5': {'Description': 'Bed'},\n",
       " '/m/03tw93': {'Description': 'Fireplace'},\n",
       " '/m/03txqz': {'Description': 'Scale'},\n",
       " '/m/03v5tg': {'Description': 'Drinking_straw'},\n",
       " '/m/03vt0': {'Description': 'Insect'},\n",
       " '/m/03wvsk': {'Description': 'Hair_dryer'},\n",
       " '/m/03wym': {'Description': 'Indoor_rower'},\n",
       " '/m/03xxp': {'Description': 'Invertebrate'},\n",
       " '/m/03y6mg': {'Description': 'Food_processor'},\n",
       " '/m/040b_t': {'Description': 'Refrigerator'},\n",
       " '/m/04169hn': {'Description': 'Wood-burning_stove'},\n",
       " '/m/0420v5': {'Description': 'Punching_bag'},\n",
       " '/m/043nyj': {'Description': 'Common_fig'},\n",
       " '/m/0440zs': {'Description': 'Cocktail_shaker'},\n",
       " '/m/0449p': {'Description': 'Jaguar'},\n",
       " '/m/044r5d': {'Description': 'Golf_ball'},\n",
       " '/m/0463sg': {'Description': 'Fashion_accessory'},\n",
       " '/m/046dlr': {'Description': 'Alarm_clock'},\n",
       " '/m/047j0r': {'Description': 'Filing_cabinet'},\n",
       " '/m/047v4b': {'Description': 'Artichoke'},\n",
       " '/m/04_sv': {'Description': 'Motorcycle'},\n",
       " '/m/04bcr3': {'Description': 'Table'},\n",
       " '/m/04brg2': {'Description': 'Tableware'},\n",
       " '/m/04c0y': {'Description': 'Kangaroo'},\n",
       " '/m/04cp_': {'Description': 'Koala'},\n",
       " '/m/04ctx': {'Description': 'Knife'},\n",
       " '/m/04dr76w': {'Description': 'Bottle'},\n",
       " '/m/04f5ws': {'Description': 'Bottle_opener'},\n",
       " '/m/04g2r': {'Description': 'Lynx'},\n",
       " '/m/04gth': {'Description': 'Lavender'},\n",
       " '/m/04h7h': {'Description': 'Lighthouse'},\n",
       " '/m/04h8sr': {'Description': 'Dumbbell'},\n",
       " '/m/04hgtk': {'Description': 'Human_head'},\n",
       " '/m/04kkgm': {'Description': 'Bowl'},\n",
       " '/m/04lvq_': {'Description': 'Humidifier'},\n",
       " '/m/04m6gz': {'Description': 'Porch'},\n",
       " '/m/04m9y': {'Description': 'Lizard'},\n",
       " '/m/04p0qw': {'Description': 'Billiard_table'},\n",
       " '/m/04rky': {'Description': 'Mammal'},\n",
       " '/m/04rmv': {'Description': 'Mouse'},\n",
       " '/m/04szw': {'Description': 'Musical_instrument'},\n",
       " '/m/04tn4x': {'Description': 'Swim_cap'},\n",
       " '/m/04v6l4': {'Description': 'Frying_pan'},\n",
       " '/m/04vv5k': {'Description': 'Snowplow'},\n",
       " '/m/04y4h8h': {'Description': 'Bathroom_cabinet'},\n",
       " '/m/04ylt': {'Description': 'Missile'},\n",
       " '/m/04yqq2': {'Description': 'Bust'},\n",
       " '/m/04yx4': {'Description': 'Man'},\n",
       " '/m/04z4wx': {'Description': 'Waffle_iron'},\n",
       " '/m/04zpv': {'Description': 'Milk'},\n",
       " '/m/04zwwv': {'Description': 'Ring_binder'},\n",
       " '/m/050gv4': {'Description': 'Plate'},\n",
       " '/m/050k8': {'Description': 'Mobile_phone'},\n",
       " '/m/052lwg6': {'Description': 'Baked_goods'},\n",
       " '/m/052sf': {'Description': 'Mushroom'},\n",
       " '/m/05441v': {'Description': 'Crutch'},\n",
       " '/m/054_l': {'Description': 'Mirror'},\n",
       " '/m/054fyh': {'Description': 'Pitcher'},\n",
       " '/m/054xkw': {'Description': 'Lifejacket'},\n",
       " '/m/05676x': {'Description': 'Pencil_case'},\n",
       " '/m/057cc': {'Description': 'Musical_keyboard'},\n",
       " '/m/057p5t': {'Description': 'Scoreboard'},\n",
       " '/m/0584n8': {'Description': 'Briefcase'},\n",
       " '/m/058qzx': {'Description': 'Kitchen_knife'},\n",
       " '/m/05_5p_0': {'Description': 'Table_tennis_racket'},\n",
       " '/m/05bm6': {'Description': 'Nail'},\n",
       " '/m/05ctyq': {'Description': 'Tennis_ball'},\n",
       " '/m/05gqfk': {'Description': 'Plastic_bag'},\n",
       " '/m/05kms': {'Description': 'Oboe'},\n",
       " '/m/05kyg_': {'Description': 'Chest_of_drawers'},\n",
       " '/m/05n4y': {'Description': 'Ostrich'},\n",
       " '/m/05r5c': {'Description': 'Piano'},\n",
       " '/m/05r655': {'Description': 'Girl'},\n",
       " '/m/05s2s': {'Description': 'Plant'},\n",
       " '/m/05vtc': {'Description': 'Potato'},\n",
       " '/m/05w9t9': {'Description': 'Hair_spray'},\n",
       " '/m/05y5lj': {'Description': 'Sports_equipment'},\n",
       " '/m/05z55': {'Description': 'Pasta'},\n",
       " '/m/05z6w': {'Description': 'Penguin'},\n",
       " '/m/05zsy': {'Description': 'Pumpkin'},\n",
       " '/m/061_f': {'Description': 'Pear'},\n",
       " '/m/061hd_': {'Description': 'Infant_bed'},\n",
       " '/m/0633h': {'Description': 'Polar_bear'},\n",
       " '/m/063rgb': {'Description': 'Mixer'},\n",
       " '/m/0642b4': {'Description': 'Cupboard'},\n",
       " '/m/065h6l': {'Description': 'Jacuzzi'},\n",
       " '/m/0663v': {'Description': 'Pizza'},\n",
       " '/m/068zj': {'Description': 'Pig'},\n",
       " '/m/06_72j': {'Description': 'Digital_clock'},\n",
       " '/m/06__v': {'Description': 'Snowboard'},\n",
       " '/m/06_fw': {'Description': 'Skateboard'},\n",
       " '/m/06bt6': {'Description': 'Reptile'},\n",
       " '/m/06c54': {'Description': 'Rifle'},\n",
       " '/m/06c7f7': {'Description': 'Lipstick'},\n",
       " '/m/06j2d': {'Description': 'Raven'},\n",
       " '/m/06k2mb': {'Description': 'High_heels'},\n",
       " '/m/06l9r': {'Description': 'Red_panda'},\n",
       " '/m/06m11': {'Description': 'Rose'},\n",
       " '/m/06mf6': {'Description': 'Rabbit'},\n",
       " '/m/06msq': {'Description': 'Sculpture'},\n",
       " '/m/06ncr': {'Description': 'Saxophone'},\n",
       " '/m/06nrc': {'Description': 'Shotgun'},\n",
       " '/m/06nwz': {'Description': 'Seafood'},\n",
       " '/m/06pcq': {'Description': 'Submarine_sandwich'},\n",
       " '/m/06y5r': {'Description': 'Sword'},\n",
       " '/m/06z37_': {'Description': 'Picture_frame'},\n",
       " '/m/07030': {'Description': 'Sushi'},\n",
       " '/m/0703r8': {'Description': 'Loveseat'},\n",
       " '/m/071p9': {'Description': 'Ski'},\n",
       " '/m/071qp': {'Description': 'Squirrel'},\n",
       " '/m/073bxn': {'Description': 'Tripod'},\n",
       " '/m/073g6': {'Description': 'Stethoscope'},\n",
       " '/m/074d1': {'Description': 'Submarine'},\n",
       " '/m/0755b': {'Description': 'Scorpion'},\n",
       " '/m/076bq': {'Description': 'Segway'},\n",
       " '/m/076lb9': {'Description': 'Training_bench'},\n",
       " '/m/078jl': {'Description': 'Snake'},\n",
       " '/m/078n6m': {'Description': 'Coffee_table'},\n",
       " '/m/079cl': {'Description': 'Skyscraper'},\n",
       " '/m/07bgp': {'Description': 'Sheep'},\n",
       " '/m/07c52': {'Description': 'Television'},\n",
       " '/m/07c6l': {'Description': 'Trombone'},\n",
       " '/m/07clx': {'Description': 'Tea'},\n",
       " '/m/07cmd': {'Description': 'Tank'},\n",
       " '/m/07crc': {'Description': 'Taco'},\n",
       " '/m/07cx4': {'Description': 'Telephone'},\n",
       " '/m/07dd4': {'Description': 'Torch'},\n",
       " '/m/07dm6': {'Description': 'Tiger'},\n",
       " '/m/07fbm7': {'Description': 'Strawberry'},\n",
       " '/m/07gql': {'Description': 'Trumpet'},\n",
       " '/m/07j7r': {'Description': 'Tree'},\n",
       " '/m/07j87': {'Description': 'Tomato'},\n",
       " '/m/07jdr': {'Description': 'Train'},\n",
       " '/m/07k1x': {'Description': 'Tool'},\n",
       " '/m/07kng9': {'Description': 'Picnic_basket'},\n",
       " '/m/07mcwg': {'Description': 'Cooking_spray'},\n",
       " '/m/07mhn': {'Description': 'Trousers'},\n",
       " '/m/07pj7bq': {'Description': 'Bowling_equipment'},\n",
       " '/m/07qxg_': {'Description': 'Football_helmet'},\n",
       " '/m/07r04': {'Description': 'Truck'},\n",
       " '/m/07v9_z': {'Description': 'Measuring_cup'},\n",
       " '/m/07xyvk': {'Description': 'Coffeemaker'},\n",
       " '/m/07y_7': {'Description': 'Violin'},\n",
       " '/m/07yv9': {'Description': 'Vehicle'},\n",
       " '/m/080hkjn': {'Description': 'Handbag'},\n",
       " '/m/080n7g': {'Description': 'Paper_cutter'},\n",
       " '/m/081qc': {'Description': 'Wine'},\n",
       " '/m/083kb': {'Description': 'Weapon'},\n",
       " '/m/083wq': {'Description': 'Wheel'},\n",
       " '/m/084hf': {'Description': 'Worm'},\n",
       " '/m/084rd': {'Description': 'Wok'},\n",
       " '/m/084zz': {'Description': 'Whale'},\n",
       " '/m/0898b': {'Description': 'Zebra'},\n",
       " '/m/08dz3q': {'Description': 'Auto_part'},\n",
       " '/m/08hvt4': {'Description': 'Jug'},\n",
       " '/m/08ks85': {'Description': 'Pizza_cutter'},\n",
       " '/m/08p92x': {'Description': 'Cream'},\n",
       " '/m/08pbxl': {'Description': 'Monkey'},\n",
       " '/m/096mb': {'Description': 'Lion'},\n",
       " '/m/09728': {'Description': 'Bread'},\n",
       " '/m/099ssp': {'Description': 'Platter'},\n",
       " '/m/09b5t': {'Description': 'Chicken'},\n",
       " '/m/09csl': {'Description': 'Eagle'},\n",
       " '/m/09ct_': {'Description': 'Helicopter'},\n",
       " '/m/09d5_': {'Description': 'Owl'},\n",
       " '/m/09ddx': {'Description': 'Duck'},\n",
       " '/m/09dzg': {'Description': 'Turtle'},\n",
       " '/m/09f20': {'Description': 'Hippopotamus'},\n",
       " '/m/09f_2': {'Description': 'Crocodile'},\n",
       " '/m/09g1w': {'Description': 'Toilet'},\n",
       " '/m/09gtd': {'Description': 'Toilet_paper'},\n",
       " '/m/09gys': {'Description': 'Squid'},\n",
       " '/m/09j2d': {'Description': 'Clothing'},\n",
       " '/m/09j5n': {'Description': 'Footwear'},\n",
       " '/m/09k_b': {'Description': 'Lemon'},\n",
       " '/m/09kmb': {'Description': 'Spider'},\n",
       " '/m/09kx5': {'Description': 'Deer'},\n",
       " '/m/09ld4': {'Description': 'Frog'},\n",
       " '/m/09qck': {'Description': 'Banana'},\n",
       " '/m/09rvcxw': {'Description': 'Rocket'},\n",
       " '/m/09tvcd': {'Description': 'Wine_glass'},\n",
       " '/m/0_cp5': {'Description': 'Oyster'},\n",
       " '/m/0_dqb': {'Description': 'Chisel'},\n",
       " '/m/0_k2': {'Description': 'Ant'},\n",
       " '/m/0b3fp9': {'Description': 'Countertop'},\n",
       " '/m/0b_rs': {'Description': 'Swimming_pool'},\n",
       " '/m/0bh9flk': {'Description': 'Tablet_computer'},\n",
       " '/m/0bjyj5': {'Description': 'Waste_container'},\n",
       " '/m/0bt9lr': {'Description': 'Dog'},\n",
       " '/m/0bt_c3': {'Description': 'Book'},\n",
       " '/m/0bwd_0j': {'Description': 'Elephant'},\n",
       " '/m/0by6g': {'Description': 'Shark'},\n",
       " '/m/0c06p': {'Description': 'Candle'},\n",
       " '/m/0c29q': {'Description': 'Leopard'},\n",
       " '/m/0c2jj': {'Description': 'Axe'},\n",
       " '/m/0c3m8g': {'Description': 'Hand_dryer'},\n",
       " '/m/0c3mkw': {'Description': 'Soap_dispenser'},\n",
       " '/m/0c568': {'Description': 'Porcupine'},\n",
       " '/m/0c9ph5': {'Description': 'Flower'},\n",
       " '/m/0c_jw': {'Description': 'Furniture'},\n",
       " '/m/0ccs93': {'Description': 'Canary'},\n",
       " '/m/0cd4d': {'Description': 'Cheetah'},\n",
       " '/m/0cdl1': {'Description': 'Palm_tree'},\n",
       " '/m/0cdn1': {'Description': 'Hamburger'},\n",
       " '/m/0cffdh': {'Description': 'Maple'},\n",
       " '/m/0cgh4': {'Description': 'Building'},\n",
       " '/m/0ch_cf': {'Description': 'Fish'},\n",
       " '/m/0cjq5': {'Description': 'Lobster'},\n",
       " '/m/0cjs7': {'Description': 'Asparagus'},\n",
       " '/m/0cl4p': {'Description': 'Hedgehog'},\n",
       " '/m/0cmf2': {'Description': 'Airplane'},\n",
       " '/m/0cmx8': {'Description': 'Spoon'},\n",
       " '/m/0cn6p': {'Description': 'Otter'},\n",
       " '/m/0cnyhnx': {'Description': 'Bull'},\n",
       " '/m/0cqn2': {'Description': 'Horizontal_bar'},\n",
       " '/m/0crjs': {'Description': 'Convenience_store'},\n",
       " '/m/0ct4f': {'Description': 'Bomb'},\n",
       " '/m/0cvnqh': {'Description': 'Bench'},\n",
       " '/m/0cxn2': {'Description': 'Ice_cream'},\n",
       " '/m/0cydv': {'Description': 'Caterpillar'},\n",
       " '/m/0cyf8': {'Description': 'Butterfly'},\n",
       " '/m/0cyfs': {'Description': 'Parachute'},\n",
       " '/m/0cyhj_': {'Description': 'Orange'},\n",
       " '/m/0czz2': {'Description': 'Antelope'},\n",
       " '/m/0d20w4': {'Description': 'Beaker'},\n",
       " '/m/0d4v4': {'Description': 'Window'},\n",
       " '/m/0d4w1': {'Description': 'Closet'},\n",
       " '/m/0d5gx': {'Description': 'Castle'},\n",
       " '/m/0d8zb': {'Description': 'Jellyfish'},\n",
       " '/m/0d_2m': {'Description': 'Moths_and_butterflies'},\n",
       " '/m/0dbvp': {'Description': 'Goose'},\n",
       " '/m/0dbzx': {'Description': 'Mule'},\n",
       " '/m/0dftk': {'Description': 'Swan'},\n",
       " '/m/0dj6p': {'Description': 'Peach'},\n",
       " '/m/0djtd': {'Description': 'Coconut'},\n",
       " '/m/0dkzw': {'Description': 'Seat_belt'},\n",
       " '/m/0dq75': {'Description': 'Raccoon'},\n",
       " '/m/0dt3t': {'Description': 'Fork'},\n",
       " '/m/0dtln': {'Description': 'Lamp'},\n",
       " '/m/0dv5r': {'Description': 'Camera'},\n",
       " '/m/0dv77': {'Description': 'Squash'},\n",
       " '/m/0dv9c': {'Description': 'Racket'},\n",
       " '/m/0dzct': {'Description': 'Human_face'},\n",
       " '/m/0dzf4': {'Description': 'Human_arm'},\n",
       " '/m/0f4s2w': {'Description': 'Vegetable'},\n",
       " '/m/0f571': {'Description': 'Diaper'},\n",
       " '/m/0f6nr': {'Description': 'Unicycle'},\n",
       " '/m/0f6wt': {'Description': 'Falcon'},\n",
       " '/m/0f8s22': {'Description': 'Chime'},\n",
       " '/m/0f9_l': {'Description': 'Snail'},\n",
       " '/m/0fbdv': {'Description': 'Shellfish'},\n",
       " '/m/0fbw6': {'Description': 'Cabbage'},\n",
       " '/m/0fj52s': {'Description': 'Carrot'},\n",
       " '/m/0fldg': {'Description': 'Mango'},\n",
       " '/m/0fly7': {'Description': 'Jeans'},\n",
       " '/m/0fm3zh': {'Description': 'Flowerpot'},\n",
       " '/m/0fp6w': {'Description': 'Pineapple'},\n",
       " '/m/0fqfqc': {'Description': 'Drawer'},\n",
       " '/m/0fqt361': {'Description': 'Stool'},\n",
       " '/m/0frqm': {'Description': 'Envelope'},\n",
       " '/m/0fszt': {'Description': 'Cake'},\n",
       " '/m/0ft9s': {'Description': 'Dragonfly'},\n",
       " '/m/0ftb8': {'Description': 'Sunflower'},\n",
       " '/m/0fx9l': {'Description': 'Microwave_oven'},\n",
       " '/m/0fz0h': {'Description': 'Honeycomb'},\n",
       " '/m/0gd2v': {'Description': 'Marine_mammal'},\n",
       " '/m/0gd36': {'Description': 'Sea_lion'},\n",
       " '/m/0gj37': {'Description': 'Ladybug'},\n",
       " '/m/0gjbg72': {'Description': 'Shelf'},\n",
       " '/m/0gjkl': {'Description': 'Watch'},\n",
       " '/m/0gm28': {'Description': 'Candy'},\n",
       " '/m/0grw1': {'Description': 'Salad'},\n",
       " '/m/0gv1x': {'Description': 'Parrot'},\n",
       " '/m/0gxl3': {'Description': 'Handgun'},\n",
       " '/m/0h23m': {'Description': 'Sparrow'},\n",
       " '/m/0h2r6': {'Description': 'Van'},\n",
       " '/m/0h8jyh6': {'Description': 'Grinder'},\n",
       " '/m/0h8kx63': {'Description': 'Spice_rack'},\n",
       " '/m/0h8l4fh': {'Description': 'Light_bulb'},\n",
       " '/m/0h8lkj8': {'Description': 'Corded_phone'},\n",
       " '/m/0h8mhzd': {'Description': 'Sports_uniform'},\n",
       " '/m/0h8my_4': {'Description': 'Tennis_racket'},\n",
       " '/m/0h8mzrc': {'Description': 'Wall_clock'},\n",
       " '/m/0h8n27j': {'Description': 'Serving_tray'},\n",
       " '/m/0h8n5zk': {'Description': 'Kitchen_&_dining_room_table'},\n",
       " '/m/0h8n6f9': {'Description': 'Dog_bed'},\n",
       " '/m/0h8n6ft': {'Description': 'Cake_stand'},\n",
       " '/m/0h8nm9j': {'Description': 'Cat_furniture'},\n",
       " '/m/0h8nr_l': {'Description': 'Bathroom_accessory'},\n",
       " '/m/0h8nsvg': {'Description': 'Facial_tissue_holder'},\n",
       " '/m/0h8ntjv': {'Description': 'Pressure_cooker'},\n",
       " '/m/0h99cwc': {'Description': 'Kitchen_appliance'},\n",
       " '/m/0h9mv': {'Description': 'Tire'},\n",
       " '/m/0hdln': {'Description': 'Ruler'},\n",
       " '/m/0hf58v5': {'Description': 'Luggage_and_bags'},\n",
       " '/m/0hg7b': {'Description': 'Microphone'},\n",
       " '/m/0hkxq': {'Description': 'Broccoli'},\n",
       " '/m/0hnnb': {'Description': 'Umbrella'},\n",
       " '/m/0hnyx': {'Description': 'Pastry'},\n",
       " '/m/0hqkz': {'Description': 'Grapefruit'},\n",
       " '/m/0j496': {'Description': 'Band-aid'},\n",
       " '/m/0jbk': {'Description': 'Animal'},\n",
       " '/m/0jg57': {'Description': 'Bell_pepper'},\n",
       " '/m/0jly1': {'Description': 'Turkey'},\n",
       " '/m/0jqgx': {'Description': 'Lily'},\n",
       " '/m/0jwn_': {'Description': 'Pomegranate'},\n",
       " '/m/0jy4k': {'Description': 'Doughnut'},\n",
       " '/m/0jyfg': {'Description': 'Glasses'},\n",
       " '/m/0k0pj': {'Description': 'Human_nose'},\n",
       " '/m/0k1tl': {'Description': 'Pen'},\n",
       " '/m/0k4j': {'Description': 'Car'},\n",
       " '/m/0k5j': {'Description': 'Aircraft'},\n",
       " '/m/0k65p': {'Description': 'Human_hand'},\n",
       " '/m/0km7z': {'Description': 'Skunk'},\n",
       " '/m/0kmg4': {'Description': 'Teddy_bear'},\n",
       " '/m/0kpqd': {'Description': 'Watermelon'},\n",
       " '/m/0kpt_': {'Description': 'Cantaloupe'},\n",
       " '/m/0ky7b': {'Description': 'Dishwasher'},\n",
       " '/m/0l14j_': {'Description': 'Flute'},\n",
       " '/m/0l3ms': {'Description': 'Balance_beam'},\n",
       " '/m/0l515': {'Description': 'Sandwich'},\n",
       " '/m/0ll1f78': {'Description': 'Shrimp'},\n",
       " '/m/0llzx': {'Description': 'Sewing_machine'},\n",
       " '/m/0lt4_': {'Description': 'Binoculars'},\n",
       " '/m/0m53l': {'Description': 'Rays_and_skates'},\n",
       " '/m/0mcx2': {'Description': 'Ipod'},\n",
       " '/m/0mkg': {'Description': 'Accordion'},\n",
       " '/m/0mw_6': {'Description': 'Willow'},\n",
       " '/m/0n28_': {'Description': 'Crab'},\n",
       " '/m/0nl46': {'Description': 'Crown'},\n",
       " '/m/0nybt': {'Description': 'Seahorse'},\n",
       " '/m/0p833': {'Description': 'Perfume'},\n",
       " '/m/0pcr': {'Description': 'Alpaca'},\n",
       " '/m/0pg52': {'Description': 'Taxi'},\n",
       " '/m/0ph39': {'Description': 'Canoe'},\n",
       " '/m/0qjjc': {'Description': 'Remote_control'},\n",
       " '/m/0qmmr': {'Description': 'Wheelchair'},\n",
       " '/m/0wdt60w': {'Description': 'Rugby_ball'},\n",
       " '/m/0xfy': {'Description': 'Armadillo'},\n",
       " '/m/0xzly': {'Description': 'Maracas'},\n",
       " '/m/0zvk5': {'Description': 'Helmet'}}"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trainables_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cutting_board\n",
      "Helmet\n",
      "Skirt\n",
      "Oyster\n",
      "Curtain\n",
      "Snowman\n",
      "Human_hand\n",
      "Lamp\n",
      "Ruler\n",
      "Kitchen_appliance\n",
      "Punching_bag\n",
      "Harbor_seal\n",
      "Bathtub\n",
      "Butterfly\n",
      "High_heels\n",
      "Turtle\n",
      "Headphones\n",
      "Picnic_basket\n",
      "Pineapple\n",
      "Crown\n",
      "Kangaroo\n",
      "Pen\n",
      "Spoon\n",
      "Chisel\n",
      "Apple\n",
      "Camera\n",
      "Bust\n",
      "Watch\n",
      "Eraser\n",
      "Stretcher\n",
      "Infant_bed\n",
      "Magpie\n",
      "Chair\n",
      "Scissors\n",
      "Spice_rack\n",
      "Dishwasher\n",
      "Cattle\n",
      "Indoor_rower\n",
      "Sculpture\n",
      "Knife\n",
      "Lynx\n",
      "Dress\n",
      "Accordion\n",
      "Dolphin\n",
      "Human_nose\n",
      "Cupboard\n",
      "Door\n",
      "Filing_cabinet\n",
      "Handgun\n",
      "Sports_equipment\n",
      "Candle\n",
      "Rhinoceros\n",
      "Aircraft\n",
      "Ostrich\n",
      "Stationary_bicycle\n",
      "Sparrow\n",
      "Tire\n",
      "Lion\n",
      "Tower\n",
      "Fashion_accessory\n",
      "Shirt\n",
      "Hair_dryer\n",
      "Cricket_ball\n",
      "Porch\n",
      "Flowerpot\n",
      "Human_mouth\n",
      "Office_building\n",
      "Cabbage\n",
      "Artichoke\n",
      "Honeycomb\n",
      "Watermelon\n",
      "Radish\n",
      "Land_vehicle\n",
      "Drink\n",
      "Salt_and_pepper_shakers\n",
      "Wardrobe\n",
      "Salad\n",
      "Desk\n",
      "Hiking_equipment\n",
      "Skyscraper\n",
      "Cream\n",
      "Hedgehog\n",
      "Raven\n",
      "Tortoise\n",
      "Coffee\n",
      "Juice\n",
      "Furniture\n",
      "Beer\n",
      "Mushroom\n",
      "Alarm_clock\n",
      "Window\n",
      "Moths_and_butterflies\n",
      "Giraffe\n",
      "Dog\n",
      "Kitchenware\n",
      "Scoreboard\n",
      "Palm_tree\n",
      "Door_handle\n",
      "Bathroom_cabinet\n",
      "Cart\n",
      "Trumpet\n",
      "Cat_furniture\n",
      "Insect\n",
      "Wine\n",
      "Kitchen_&_dining_room_table\n",
      "Lizard\n",
      "Blender\n",
      "Hair_spray\n",
      "Baseball_glove\n",
      "Shower\n",
      "Christmas_tree\n",
      "Woman\n",
      "Gondola\n",
      "Snake\n",
      "Worm\n",
      "Armadillo\n",
      "Blue_jay\n",
      "Panda\n",
      "Plumbing_fixture\n",
      "Truck\n",
      "Flashlight\n",
      "Tree_house\n",
      "Refrigerator\n",
      "Mango\n",
      "Drawer\n",
      "Muffin\n",
      "Grapefruit\n",
      "Lemon\n",
      "Wheelchair\n",
      "Poster\n",
      "Football_helmet\n",
      "Piano\n",
      "Ladybug\n",
      "Belt\n",
      "Toilet_paper\n",
      "Tiara\n",
      "Plant\n",
      "Crutch\n",
      "Platter\n",
      "Laptop\n",
      "Guacamole\n",
      "Dragonfly\n",
      "Helicopter\n",
      "Crocodile\n",
      "Wheel\n",
      "Boy\n",
      "Baseball_bat\n",
      "Popcorn\n",
      "Clock\n",
      "Bookcase\n",
      "Mule\n",
      "Kite\n",
      "Drill\n",
      "Bicycle\n",
      "Crab\n",
      "Glasses\n",
      "Canary\n",
      "Sea_lion\n",
      "Snowboard\n",
      "Paddle\n",
      "French_fries\n",
      "Bagel\n",
      "Tool\n",
      "Spatula\n",
      "Billiard_table\n",
      "Surfboard\n",
      "Shorts\n",
      "Pancake\n",
      "Jacuzzi\n",
      "Sword\n",
      "Rays_and_skates\n",
      "Miniskirt\n",
      "Lily\n",
      "Jug\n",
      "Scale\n",
      "Parachute\n",
      "Stop_sign\n",
      "Tripod\n",
      "Pear\n",
      "Unicycle\n",
      "Zebra\n",
      "Cheese\n",
      "Goggles\n",
      "Jellyfish\n",
      "Stairs\n",
      "Tablet_computer\n",
      "Maracas\n",
      "Billboard\n",
      "Vegetable\n",
      "Wine_rack\n",
      "Tiger\n",
      "Flute\n",
      "Invertebrate\n",
      "Penguin\n",
      "Cake\n",
      "Person\n",
      "Cookie\n",
      "Trombone\n",
      "Bat\n",
      "Perfume\n",
      "Handbag\n",
      "Orange\n",
      "Computer_keyboard\n",
      "Bicycle_wheel\n",
      "Turkey\n",
      "Chainsaw\n",
      "Bicycle_helmet\n",
      "Maple\n",
      "Waffle_iron\n",
      "Swim_cap\n",
      "Sandwich\n",
      "Necklace\n",
      "Bottle\n",
      "Toilet\n",
      "Milk\n",
      "Whisk\n",
      "Closet\n",
      "Binoculars\n",
      "Common_fig\n",
      "Antelope\n",
      "Deer\n",
      "Doughnut\n",
      "Cake_stand\n",
      "Human_arm\n",
      "Corded_phone\n",
      "Goldfish\n",
      "Human_hair\n",
      "Dumbbell\n",
      "Fire_hydrant\n",
      "Band-aid\n",
      "Tomato\n",
      "Bathroom_accessory\n",
      "Hamster\n",
      "Envelope\n",
      "Traffic_light\n",
      "Toothbrush\n",
      "Power_plugs_and_sockets\n",
      "Sunglasses\n",
      "Wall_clock\n",
      "Wine_glass\n",
      "Tennis_ball\n",
      "Medical_equipment\n",
      "Container\n",
      "Pastry\n",
      "Whiteboard\n",
      "Cabinetry\n",
      "Kettle\n",
      "Cheetah\n",
      "Sewing_machine\n",
      "Syringe\n",
      "Paper_towel\n",
      "Grinder\n",
      "Fruit\n",
      "Cantaloupe\n",
      "Pizza_cutter\n",
      "Polar_bear\n",
      "Bronze_sculpture\n",
      "Harpsichord\n",
      "Coin\n",
      "Limousine\n",
      "Tie\n",
      "Remote_control\n",
      "Cello\n",
      "Chest_of_drawers\n",
      "Duck\n",
      "Harmonica\n",
      "Box\n",
      "Swimming_pool\n",
      "Car\n",
      "Pencil_sharpener\n",
      "Houseplant\n",
      "Bull\n",
      "Human_body\n",
      "Horse\n",
      "Whale\n",
      "Washing_machine\n",
      "Pasta\n",
      "Airplane\n",
      "Chopsticks\n",
      "Vehicle\n",
      "Potato\n",
      "Skunk\n",
      "Pitcher\n",
      "Dessert\n",
      "Bed\n",
      "Seahorse\n",
      "Mixer\n",
      "Pomegranate\n",
      "Centipede\n",
      "Hammer\n",
      "Golf_ball\n",
      "Cooking_spray\n",
      "Teapot\n",
      "Measuring_cup\n",
      "Sports_uniform\n",
      "Jaguar\n",
      "Bomb\n",
      "Broccoli\n",
      "Auto_part\n",
      "Sofa_bed\n",
      "Dagger\n",
      "Can_opener\n",
      "Mechanical_fan\n",
      "Coffee_cup\n",
      "Mixing_bowl\n",
      "Cocktail\n",
      "Food_processor\n",
      "Missile\n",
      "Submarine_sandwich\n",
      "Wok\n",
      "Cocktail_shaker\n",
      "Plate\n",
      "Briefcase\n",
      "Torch\n",
      "Chicken\n",
      "Fish\n",
      "Coat\n",
      "Camel\n",
      "Koala\n",
      "Squirrel\n",
      "Fast_food\n",
      "Drum\n",
      "Human_eye\n",
      "Golf_cart\n",
      "Suit\n",
      "Football\n",
      "Falcon\n",
      "Pumpkin\n",
      "Carnivore\n",
      "Cassette_deck\n",
      "Pressure_cooker\n",
      "Bidet\n",
      "Umbrella\n",
      "Dice\n",
      "Bell_pepper\n",
      "Sea_turtle\n",
      "Croissant\n",
      "Cowboy_hat\n",
      "Diaper\n",
      "Alpaca\n",
      "Wrench\n",
      "Spider\n",
      "Fountain\n",
      "Musical_keyboard\n",
      "Jacket\n",
      "Balance_beam\n",
      "Goose\n",
      "Telephone\n",
      "Sock\n",
      "Shellfish\n",
      "Hamburger\n",
      "Burrito\n",
      "Hat\n",
      "Taxi\n",
      "Tennis_racket\n",
      "Mouse\n",
      "Scarf\n",
      "Bottle_opener\n",
      "Drinking_straw\n",
      "Human_foot\n",
      "Dairy\n",
      "Woodpecker\n",
      "Monkey\n",
      "Ring_binder\n",
      "Television\n",
      "Weapon\n",
      "Baked_goods\n",
      "Flower\n",
      "Pig\n",
      "Coffee_table\n",
      "Table\n",
      "Winter_melon\n",
      "Light_switch\n",
      "Otter\n",
      "Footwear\n",
      "Book\n",
      "Hand_dryer\n",
      "Kitchen_knife\n",
      "Cannon\n",
      "Egg\n",
      "Girl\n",
      "Isopod\n",
      "Fox\n",
      "Paper_cutter\n",
      "Rose\n",
      "Balloon\n",
      "Mobile_phone\n",
      "Luggage_and_bags\n",
      "Adhesive_tape\n",
      "Food\n",
      "Seat_belt\n",
      "Human_beard\n",
      "Lipstick\n",
      "Computer_mouse\n",
      "Lifejacket\n",
      "Eagle\n",
      "Snowplow\n",
      "Flying_disc\n",
      "Jeans\n",
      "Snack\n",
      "Peach\n",
      "Train\n",
      "Table_tennis_racket\n",
      "Dinosaur\n",
      "Humidifier\n",
      "Mirror\n",
      "Office_supplies\n",
      "Ant\n",
      "Nightstand\n",
      "Racket\n",
      "Nail\n",
      "Seafood\n",
      "Teddy_bear\n",
      "Skull\n",
      "Human_head\n",
      "Volleyball\n",
      "Marine_invertebrates\n",
      "Coconut\n",
      "Skateboard\n",
      "Countertop\n",
      "Parrot\n",
      "Picture_frame\n",
      "Tin_can\n",
      "Fireplace\n",
      "Organ\n",
      "Ratchet\n",
      "Barge\n",
      "Shelf\n",
      "Willow\n",
      "Submarine\n",
      "Horizontal_bar\n",
      "Fax\n",
      "Shrimp\n",
      "Coffeemaker\n",
      "Home_appliance\n",
      "Human_ear\n",
      "Animal\n",
      "Brassiere\n",
      "Stool\n",
      "Bench\n",
      "Tick\n",
      "Hot_dog\n",
      "Rabbit\n",
      "Lighthouse\n",
      "Street_light\n",
      "Boat\n",
      "Sunflower\n",
      "Beetle\n",
      "Bus\n",
      "Waffle\n",
      "Earrings\n",
      "Scorpion\n",
      "Ladder\n",
      "Bee\n",
      "Owl\n",
      "Pillow\n",
      "Banjo\n",
      "Beaker\n",
      "Rocket\n",
      "Musical_instrument\n",
      "Rifle\n",
      "Wood-burning_stove\n",
      "Computer_monitor\n",
      "Tap\n",
      "Bowling_equipment\n",
      "Soap_dispenser\n",
      "Heater\n",
      "Personal_care\n",
      "Vehicle_registration_plate\n",
      "Ipod\n",
      "Tea\n",
      "Ambulance\n",
      "Frog\n",
      "Zucchini\n",
      "Canoe\n",
      "Roller_skates\n",
      "Trousers\n",
      "Human_leg\n",
      "Clothing\n",
      "Chime\n",
      "Shark\n",
      "Saucer\n",
      "Violin\n",
      "Plastic_bag\n",
      "Treadmill\n",
      "Facial_tissue_holder\n",
      "Tart\n",
      "Screwdriver\n",
      "Cat\n",
      "Raccoon\n",
      "Horn\n",
      "Goat\n",
      "Elephant\n",
      "Dog_bed\n",
      "Gas_stove\n",
      "Man\n",
      "Light_bulb\n",
      "Ice_cream\n",
      "Cosmetics\n",
      "Traffic_sign\n",
      "Guitar\n",
      "Marine_mammal\n",
      "Tank\n",
      "Convenience_store\n",
      "Frying_pan\n",
      "Boot\n",
      "Couch\n",
      "Snail\n",
      "Beehive\n",
      "Jet_ski\n",
      "Lavender\n",
      "Sink\n",
      "Serving_tray\n",
      "Barrel\n",
      "Oven\n",
      "Rugby_ball\n",
      "Ladle\n",
      "Saxophone\n",
      "Brown_bear\n",
      "Kitchen_utensil\n",
      "Suitcase\n",
      "Swan\n",
      "Snowmobile\n",
      "Calculator\n",
      "Taco\n",
      "Axe\n",
      "Studio_couch\n",
      "Building\n",
      "Harp\n",
      "Printer\n",
      "Tableware\n",
      "Banana\n",
      "Swimwear\n",
      "Tent\n",
      "Stapler\n",
      "House\n",
      "Leopard\n",
      "Porcupine\n",
      "Caterpillar\n",
      "Candy\n",
      "Bird\n",
      "Doll\n",
      "Asparagus\n",
      "Window_blind\n",
      "Loveseat\n",
      "Shotgun\n",
      "Sheep\n",
      "Bread\n",
      "Slow_cooker\n",
      "Squid\n",
      "Training_bench\n",
      "Face_powder\n",
      "Reptile\n",
      "Strawberry\n",
      "Toaster\n",
      "Mammal\n",
      "Microphone\n",
      "Sushi\n",
      "Sandal\n",
      "Mug\n",
      "Squash\n",
      "Sun_hat\n",
      "Bow_and_arrow\n",
      "Vase\n",
      "Sombrero\n",
      "Stethoscope\n",
      "Glove\n",
      "Ceiling_fan\n",
      "Parking_meter\n",
      "Digital_clock\n",
      "Castle\n",
      "Human_face\n",
      "Segway\n",
      "Pretzel\n",
      "Cucumber\n",
      "Toy\n",
      "Watercraft\n",
      "Tree\n",
      "Lantern\n",
      "Microwave_oven\n",
      "Red_panda\n",
      "Fedora\n",
      "Van\n",
      "Fork\n",
      "Bear\n",
      "Oboe\n",
      "Towel\n",
      "Waste_container\n",
      "Bowl\n",
      "Pizza\n",
      "Starfish\n",
      "Lobster\n",
      "Flag\n",
      "Pencil_case\n",
      "Ball\n",
      "Motorcycle\n",
      "Ski\n",
      "Backpack\n",
      "Carrot\n",
      "Grape\n",
      "Hippopotamus\n"
     ]
    }
   ],
   "source": [
    "for key, value in trainables_dict.items():\n",
    "    print(value['Description'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Adding label '/m/0bl9f' with description \"Entity\"  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "trainables_dict['/m/0bl9f'] = {'Description': 'Entity'}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Description': 'Entity'}"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trainables_dict['/m/0bl9f']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Description': 'Snowman'}"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trainables_dict['/m/0152hh']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Convert labels to human readable description"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "bbox_labels_600_json = json.loads(bbox_labels_600_json_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def label_to_description(json_input, lookup_key):\n",
    "    if isinstance(json_input, dict):\n",
    "        for k, v in json_input.items():\n",
    "            if k == lookup_key:\n",
    "                json_input[k] = trainables_dict[v]['Description']\n",
    " \n",
    "                yield v\n",
    "            else:\n",
    "                for child_val in label_to_description(v, lookup_key):\n",
    "                      \n",
    "                    yield child_val\n",
    "    elif isinstance(json_input, list):\n",
    "        for item in json_input:\n",
    "            for item_val in label_to_description(item, lookup_key):\n",
    "                yield item_val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "for label in label_to_description(bbox_labels_600_json, \"LabelName\"):  \n",
    "    print(\"\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'LabelName': 'Entity',\n",
       " 'Subcategory': [{'LabelName': 'Coin'},\n",
       "  {'LabelName': 'Flag'},\n",
       "  {'LabelName': 'Light_bulb'},\n",
       "  {'LabelName': 'Toy',\n",
       "   'Subcategory': [{'LabelName': 'Doll'},\n",
       "    {'LabelName': 'Balloon'},\n",
       "    {'LabelName': 'Dice'},\n",
       "    {'LabelName': 'Flying_disc'},\n",
       "    {'LabelName': 'Kite'},\n",
       "    {'LabelName': 'Teddy_bear'}]},\n",
       "  {'LabelName': 'Home_appliance',\n",
       "   'Subcategory': [{'LabelName': 'Washing_machine'},\n",
       "    {'LabelName': 'Toaster'},\n",
       "    {'LabelName': 'Oven'},\n",
       "    {'LabelName': 'Blender'},\n",
       "    {'LabelName': 'Gas_stove'},\n",
       "    {'LabelName': 'Mechanical_fan'},\n",
       "    {'LabelName': 'Heater'},\n",
       "    {'LabelName': 'Kettle'},\n",
       "    {'LabelName': 'Hair_dryer'},\n",
       "    {'LabelName': 'Refrigerator'},\n",
       "    {'LabelName': 'Wood-burning_stove'},\n",
       "    {'LabelName': 'Humidifier'},\n",
       "    {'LabelName': 'Mixer'},\n",
       "    {'LabelName': 'Coffeemaker'},\n",
       "    {'LabelName': 'Microwave_oven'},\n",
       "    {'LabelName': 'Dishwasher'},\n",
       "    {'LabelName': 'Sewing_machine'},\n",
       "    {'LabelName': 'Hand_dryer'},\n",
       "    {'LabelName': 'Ceiling_fan'}]},\n",
       "  {'LabelName': 'Plumbing_fixture',\n",
       "   'Subcategory': [{'LabelName': 'Sink'},\n",
       "    {'LabelName': 'Bidet'},\n",
       "    {'LabelName': 'Shower'},\n",
       "    {'LabelName': 'Tap'},\n",
       "    {'LabelName': 'Bathtub'},\n",
       "    {'LabelName': 'Toilet'}]},\n",
       "  {'LabelName': 'Office_supplies',\n",
       "   'Subcategory': [{'LabelName': 'Scissors'},\n",
       "    {'LabelName': 'Poster'},\n",
       "    {'LabelName': 'Calculator'},\n",
       "    {'LabelName': 'Box'},\n",
       "    {'LabelName': 'Stapler'},\n",
       "    {'LabelName': 'Whiteboard'},\n",
       "    {'LabelName': 'Pencil_sharpener'},\n",
       "    {'LabelName': 'Eraser'},\n",
       "    {'LabelName': 'Fax'},\n",
       "    {'LabelName': 'Adhesive_tape'},\n",
       "    {'LabelName': 'Ring_binder'},\n",
       "    {'LabelName': 'Pencil_case'},\n",
       "    {'LabelName': 'Plastic_bag'},\n",
       "    {'LabelName': 'Paper_cutter'},\n",
       "    {'LabelName': 'Toilet_paper'},\n",
       "    {'LabelName': 'Envelope'},\n",
       "    {'LabelName': 'Pen'}]},\n",
       "  {'LabelName': 'Paper_towel'},\n",
       "  {'LabelName': 'Pillow'},\n",
       "  {'LabelName': 'Kitchenware',\n",
       "   'Subcategory': [{'LabelName': 'Kitchen_utensil',\n",
       "     'Subcategory': [{'LabelName': 'Chopsticks'},\n",
       "      {'LabelName': 'Ladle'},\n",
       "      {'LabelName': 'Spatula'},\n",
       "      {'LabelName': 'Can_opener'},\n",
       "      {'LabelName': 'Cutting_board'},\n",
       "      {'LabelName': 'Whisk'},\n",
       "      {'LabelName': 'Drinking_straw'},\n",
       "      {'LabelName': 'Knife'},\n",
       "      {'LabelName': 'Bottle_opener'},\n",
       "      {'LabelName': 'Measuring_cup'},\n",
       "      {'LabelName': 'Pizza_cutter'},\n",
       "      {'LabelName': 'Spoon'},\n",
       "      {'LabelName': 'Fork'}]},\n",
       "    {'LabelName': 'Tableware',\n",
       "     'Subcategory': [{'LabelName': 'Chopsticks'},\n",
       "      {'LabelName': 'Teapot'},\n",
       "      {'LabelName': 'Mug'},\n",
       "      {'LabelName': 'Coffee_cup'},\n",
       "      {'LabelName': 'Salt_and_pepper_shakers'},\n",
       "      {'LabelName': 'Mixing_bowl'},\n",
       "      {'LabelName': 'Saucer'},\n",
       "      {'LabelName': 'Cocktail_shaker'},\n",
       "      {'LabelName': 'Bottle'},\n",
       "      {'LabelName': 'Bowl'},\n",
       "      {'LabelName': 'Plate'},\n",
       "      {'LabelName': 'Pitcher'},\n",
       "      {'LabelName': 'Kitchen_knife'},\n",
       "      {'LabelName': 'Jug'},\n",
       "      {'LabelName': 'Platter'},\n",
       "      {'LabelName': 'Wine_glass'},\n",
       "      {'LabelName': 'Spoon'},\n",
       "      {'LabelName': 'Fork'},\n",
       "      {'LabelName': 'Serving_tray'},\n",
       "      {'LabelName': 'Cake_stand'}]},\n",
       "    {'LabelName': 'Frying_pan'},\n",
       "    {'LabelName': 'Wok'},\n",
       "    {'LabelName': 'Spice_rack'},\n",
       "    {'LabelName': 'Kitchen_appliance',\n",
       "     'Subcategory': [{'LabelName': 'Oven'},\n",
       "      {'LabelName': 'Blender'},\n",
       "      {'LabelName': 'Slow_cooker'},\n",
       "      {'LabelName': 'Food_processor'},\n",
       "      {'LabelName': 'Refrigerator'},\n",
       "      {'LabelName': 'Waffle_iron'},\n",
       "      {'LabelName': 'Mixer'},\n",
       "      {'LabelName': 'Coffeemaker'},\n",
       "      {'LabelName': 'Microwave_oven'},\n",
       "      {'LabelName': 'Pressure_cooker'},\n",
       "      {'LabelName': 'Dishwasher'}]}]},\n",
       "  {'LabelName': 'Fireplace'},\n",
       "  {'LabelName': 'Countertop'},\n",
       "  {'LabelName': 'Book'},\n",
       "  {'LabelName': 'Furniture',\n",
       "   'Subcategory': [{'LabelName': 'Chair'},\n",
       "    {'LabelName': 'Cabinetry'},\n",
       "    {'LabelName': 'Desk'},\n",
       "    {'LabelName': 'Wine_rack'},\n",
       "    {'LabelName': 'Couch',\n",
       "     'Subcategory': [{'LabelName': 'Sofa_bed'}, {'LabelName': 'Loveseat'}]},\n",
       "    {'LabelName': 'Wardrobe'},\n",
       "    {'LabelName': 'Nightstand'},\n",
       "    {'LabelName': 'Bookcase'},\n",
       "    {'LabelName': 'Bed',\n",
       "     'Subcategory': [{'LabelName': 'Infant_bed'},\n",
       "      {'LabelName': 'Studio_couch'}]},\n",
       "    {'LabelName': 'Filing_cabinet'},\n",
       "    {'LabelName': 'Table',\n",
       "     'Subcategory': [{'LabelName': 'Coffee_table'},\n",
       "      {'LabelName': 'Kitchen_&_dining_room_table'}]},\n",
       "    {'LabelName': 'Chest_of_drawers'},\n",
       "    {'LabelName': 'Cupboard'},\n",
       "    {'LabelName': 'Bench'},\n",
       "    {'LabelName': 'Drawer'},\n",
       "    {'LabelName': 'Stool'},\n",
       "    {'LabelName': 'Shelf'},\n",
       "    {'LabelName': 'Wall_clock'},\n",
       "    {'LabelName': 'Bathroom_cabinet'},\n",
       "    {'LabelName': 'Closet'}]},\n",
       "  {'LabelName': 'Dog_bed'},\n",
       "  {'LabelName': 'Cat_furniture'},\n",
       "  {'LabelName': 'Lantern'},\n",
       "  {'LabelName': 'Clock',\n",
       "   'Subcategory': [{'LabelName': 'Alarm_clock'},\n",
       "    {'LabelName': 'Digital_clock'},\n",
       "    {'LabelName': 'Wall_clock'}]},\n",
       "  {'LabelName': 'Vase'},\n",
       "  {'LabelName': 'Window_blind'},\n",
       "  {'LabelName': 'Curtain'},\n",
       "  {'LabelName': 'Mirror'},\n",
       "  {'LabelName': 'Sculpture',\n",
       "   'Subcategory': [{'LabelName': 'Snowman'},\n",
       "    {'LabelName': 'Bust'},\n",
       "    {'LabelName': 'Bronze_sculpture'}]},\n",
       "  {'LabelName': 'Picture_frame'},\n",
       "  {'LabelName': 'Candle'},\n",
       "  {'LabelName': 'Lamp'},\n",
       "  {'LabelName': 'Bathroom_accessory',\n",
       "   'Subcategory': [{'LabelName': 'Towel'},\n",
       "    {'LabelName': 'Toilet_paper'},\n",
       "    {'LabelName': 'Soap_dispenser'},\n",
       "    {'LabelName': 'Facial_tissue_holder'}]},\n",
       "  {'LabelName': 'Beehive'},\n",
       "  {'LabelName': 'Tent'},\n",
       "  {'LabelName': 'Parking_meter'},\n",
       "  {'LabelName': 'Traffic_light'},\n",
       "  {'LabelName': 'Billboard'},\n",
       "  {'LabelName': 'Traffic_sign', 'Subcategory': [{'LabelName': 'Stop_sign'}]},\n",
       "  {'LabelName': 'Fire_hydrant'},\n",
       "  {'LabelName': 'Fountain'},\n",
       "  {'LabelName': 'Street_light'},\n",
       "  {'LabelName': 'Jacuzzi'},\n",
       "  {'LabelName': 'Building',\n",
       "   'Part': [{'LabelName': 'Medical_equipment',\n",
       "     'Subcategory': [{'LabelName': 'Syringe'},\n",
       "      {'LabelName': 'Stretcher'},\n",
       "      {'LabelName': 'Stethoscope'},\n",
       "      {'LabelName': 'Band-aid'}]},\n",
       "    {'LabelName': 'Musical_instrument',\n",
       "     'Subcategory': [{'LabelName': 'Organ'},\n",
       "      {'LabelName': 'Banjo'},\n",
       "      {'LabelName': 'Cello'},\n",
       "      {'LabelName': 'Drum'},\n",
       "      {'LabelName': 'Horn'},\n",
       "      {'LabelName': 'Guitar'},\n",
       "      {'LabelName': 'Harp'},\n",
       "      {'LabelName': 'Harpsichord'},\n",
       "      {'LabelName': 'Harmonica'},\n",
       "      {'LabelName': 'Musical_keyboard'},\n",
       "      {'LabelName': 'Oboe'},\n",
       "      {'LabelName': 'Piano'},\n",
       "      {'LabelName': 'Saxophone'},\n",
       "      {'LabelName': 'Trombone'},\n",
       "      {'LabelName': 'Trumpet'},\n",
       "      {'LabelName': 'Violin'},\n",
       "      {'LabelName': 'Chime'},\n",
       "      {'LabelName': 'Flute'},\n",
       "      {'LabelName': 'Accordion'},\n",
       "      {'LabelName': 'Maracas'}]},\n",
       "    {'LabelName': 'Sports_equipment',\n",
       "     'Subcategory': [{'LabelName': 'Paddle'},\n",
       "      {'LabelName': 'Ball',\n",
       "       'Subcategory': [{'LabelName': 'Football'},\n",
       "        {'LabelName': 'Cricket_ball'},\n",
       "        {'LabelName': 'Volleyball'},\n",
       "        {'LabelName': 'Tennis_ball'},\n",
       "        {'LabelName': 'Rugby_ball'}]},\n",
       "      {'LabelName': 'Bicycle', 'Part': [{'LabelName': 'Bicycle_wheel'}]},\n",
       "      {'LabelName': 'Surfboard'},\n",
       "      {'LabelName': 'Bow_and_arrow'},\n",
       "      {'LabelName': 'Hiking_equipment'},\n",
       "      {'LabelName': 'Roller_skates'},\n",
       "      {'LabelName': 'Flying_disc'},\n",
       "      {'LabelName': 'Baseball_bat'},\n",
       "      {'LabelName': 'Baseball_glove'},\n",
       "      {'LabelName': 'Punching_bag'},\n",
       "      {'LabelName': 'Golf_ball'},\n",
       "      {'LabelName': 'Lifejacket'},\n",
       "      {'LabelName': 'Scoreboard'},\n",
       "      {'LabelName': 'Snowboard'},\n",
       "      {'LabelName': 'Skateboard'},\n",
       "      {'LabelName': 'Ski'},\n",
       "      {'LabelName': 'Bowling_equipment'},\n",
       "      {'LabelName': 'Dumbbell'},\n",
       "      {'LabelName': 'Stationary_bicycle'},\n",
       "      {'LabelName': 'Treadmill'},\n",
       "      {'LabelName': 'Training_bench'},\n",
       "      {'LabelName': 'Indoor_rower'},\n",
       "      {'LabelName': 'Horizontal_bar'},\n",
       "      {'LabelName': 'Parachute'},\n",
       "      {'LabelName': 'Racket',\n",
       "       'Subcategory': [{'LabelName': 'Tennis_racket'},\n",
       "        {'LabelName': 'Table_tennis_racket'}]},\n",
       "      {'LabelName': 'Balance_beam'},\n",
       "      {'LabelName': 'Helmet',\n",
       "       'Subcategory': [{'LabelName': 'Bicycle_helmet'},\n",
       "        {'LabelName': 'Football_helmet'}]},\n",
       "      {'LabelName': 'Billiard_table'}]},\n",
       "    {'LabelName': 'Tool',\n",
       "     'Subcategory': [{'LabelName': 'Container',\n",
       "       'Subcategory': [{'LabelName': 'Tin_can'},\n",
       "        {'LabelName': 'Barrel'},\n",
       "        {'LabelName': 'Bottle'},\n",
       "        {'LabelName': 'Picnic_basket'},\n",
       "        {'LabelName': 'Jug'},\n",
       "        {'LabelName': 'Waste_container'},\n",
       "        {'LabelName': 'Beaker'},\n",
       "        {'LabelName': 'Flowerpot'}]},\n",
       "      {'LabelName': 'Ladder'},\n",
       "      {'LabelName': 'Toothbrush'},\n",
       "      {'LabelName': 'Screwdriver'},\n",
       "      {'LabelName': 'Drill'},\n",
       "      {'LabelName': 'Chainsaw'},\n",
       "      {'LabelName': 'Wrench'},\n",
       "      {'LabelName': 'Flashlight'},\n",
       "      {'LabelName': 'Scissors'},\n",
       "      {'LabelName': 'Ratchet'},\n",
       "      {'LabelName': 'Kitchen_utensil',\n",
       "       'Subcategory': [{'LabelName': 'Chopsticks'},\n",
       "        {'LabelName': 'Ladle'},\n",
       "        {'LabelName': 'Spatula'},\n",
       "        {'LabelName': 'Can_opener'},\n",
       "        {'LabelName': 'Cutting_board'},\n",
       "        {'LabelName': 'Whisk'},\n",
       "        {'LabelName': 'Drinking_straw'},\n",
       "        {'LabelName': 'Knife'},\n",
       "        {'LabelName': 'Bottle_opener'},\n",
       "        {'LabelName': 'Measuring_cup'},\n",
       "        {'LabelName': 'Pizza_cutter'},\n",
       "        {'LabelName': 'Spoon'},\n",
       "        {'LabelName': 'Fork'}]},\n",
       "      {'LabelName': 'Hammer'},\n",
       "      {'LabelName': 'Scale'},\n",
       "      {'LabelName': 'Snowplow'},\n",
       "      {'LabelName': 'Nail'},\n",
       "      {'LabelName': 'Tripod'},\n",
       "      {'LabelName': 'Torch'},\n",
       "      {'LabelName': 'Chisel'},\n",
       "      {'LabelName': 'Axe'},\n",
       "      {'LabelName': 'Camera'},\n",
       "      {'LabelName': 'Grinder'},\n",
       "      {'LabelName': 'Ruler'},\n",
       "      {'LabelName': 'Binoculars'}]},\n",
       "    {'LabelName': 'Weapon',\n",
       "     'Subcategory': [{'LabelName': 'Bow_and_arrow'},\n",
       "      {'LabelName': 'Cannon'},\n",
       "      {'LabelName': 'Dagger'},\n",
       "      {'LabelName': 'Knife'},\n",
       "      {'LabelName': 'Rifle'},\n",
       "      {'LabelName': 'Shotgun'},\n",
       "      {'LabelName': 'Tank'},\n",
       "      {'LabelName': 'Axe'},\n",
       "      {'LabelName': 'Handgun'},\n",
       "      {'LabelName': 'Sword'},\n",
       "      {'LabelName': 'Missile'},\n",
       "      {'LabelName': 'Bomb'}]},\n",
       "    {'LabelName': 'Cassette_deck'},\n",
       "    {'LabelName': 'Headphones'},\n",
       "    {'LabelName': 'Laptop'},\n",
       "    {'LabelName': 'Computer_keyboard'},\n",
       "    {'LabelName': 'Printer'},\n",
       "    {'LabelName': 'Computer_mouse'},\n",
       "    {'LabelName': 'Computer_monitor'},\n",
       "    {'LabelName': 'Power_plugs_and_sockets'},\n",
       "    {'LabelName': 'Light_switch'},\n",
       "    {'LabelName': 'Musical_keyboard'},\n",
       "    {'LabelName': 'Television'},\n",
       "    {'LabelName': 'Telephone',\n",
       "     'Subcategory': [{'LabelName': 'Mobile_phone'},\n",
       "      {'LabelName': 'Corded_phone'}]},\n",
       "    {'LabelName': 'Tablet_computer'},\n",
       "    {'LabelName': 'Microphone'},\n",
       "    {'LabelName': 'Ipod'},\n",
       "    {'LabelName': 'Remote_control'}],\n",
       "   'Subcategory': [{'LabelName': 'Tree_house'},\n",
       "    {'LabelName': 'Lighthouse'},\n",
       "    {'LabelName': 'Skyscraper'},\n",
       "    {'LabelName': 'Castle'},\n",
       "    {'LabelName': 'Tower'},\n",
       "    {'LabelName': 'House'},\n",
       "    {'LabelName': 'Office_building'},\n",
       "    {'LabelName': 'Convenience_store'}]},\n",
       "  {'LabelName': 'Swimming_pool'},\n",
       "  {'LabelName': 'Person',\n",
       "   'Part': [{'LabelName': 'Human_body',\n",
       "     'Part': [{'LabelName': 'Human_eye'},\n",
       "      {'LabelName': 'Skull'},\n",
       "      {'LabelName': 'Human_head'},\n",
       "      {'LabelName': 'Human_face'},\n",
       "      {'LabelName': 'Human_mouth'},\n",
       "      {'LabelName': 'Human_ear'},\n",
       "      {'LabelName': 'Human_nose'},\n",
       "      {'LabelName': 'Human_hair'},\n",
       "      {'LabelName': 'Human_hand'},\n",
       "      {'LabelName': 'Human_foot'},\n",
       "      {'LabelName': 'Human_arm'},\n",
       "      {'LabelName': 'Human_leg'},\n",
       "      {'LabelName': 'Human_beard'}]}],\n",
       "   'Subcategory': [{'LabelName': 'Man'},\n",
       "    {'LabelName': 'Woman'},\n",
       "    {'LabelName': 'Boy'},\n",
       "    {'LabelName': 'Girl'}]},\n",
       "  {'LabelName': 'Food',\n",
       "   'Subcategory': [{'LabelName': 'Fast_food',\n",
       "     'Subcategory': [{'LabelName': 'Hot_dog'}, {'LabelName': 'French_fries'}]},\n",
       "    {'LabelName': 'Waffle'},\n",
       "    {'LabelName': 'Pancake'},\n",
       "    {'LabelName': 'Burrito'},\n",
       "    {'LabelName': 'Snack',\n",
       "     'Subcategory': [{'LabelName': 'Pretzel'},\n",
       "      {'LabelName': 'Popcorn'},\n",
       "      {'LabelName': 'Cookie'}]},\n",
       "    {'LabelName': 'Dessert',\n",
       "     'Subcategory': [{'LabelName': 'Muffin'},\n",
       "      {'LabelName': 'Cookie'},\n",
       "      {'LabelName': 'Ice_cream'},\n",
       "      {'LabelName': 'Cake'},\n",
       "      {'LabelName': 'Candy'}]},\n",
       "    {'LabelName': 'Guacamole'},\n",
       "    {'LabelName': 'Fruit',\n",
       "     'Subcategory': [{'LabelName': 'Apple'},\n",
       "      {'LabelName': 'Grape'},\n",
       "      {'LabelName': 'Common_fig'},\n",
       "      {'LabelName': 'Pear'},\n",
       "      {'LabelName': 'Strawberry'},\n",
       "      {'LabelName': 'Tomato'},\n",
       "      {'LabelName': 'Lemon'},\n",
       "      {'LabelName': 'Banana'},\n",
       "      {'LabelName': 'Orange'},\n",
       "      {'LabelName': 'Peach'},\n",
       "      {'LabelName': 'Mango'},\n",
       "      {'LabelName': 'Pineapple'},\n",
       "      {'LabelName': 'Grapefruit'},\n",
       "      {'LabelName': 'Pomegranate'},\n",
       "      {'LabelName': 'Watermelon'},\n",
       "      {'LabelName': 'Cantaloupe'}]},\n",
       "    {'LabelName': 'Egg'},\n",
       "    {'LabelName': 'Baked_goods',\n",
       "     'Subcategory': [{'LabelName': 'Pretzel'},\n",
       "      {'LabelName': 'Bagel'},\n",
       "      {'LabelName': 'Muffin'},\n",
       "      {'LabelName': 'Cookie'},\n",
       "      {'LabelName': 'Bread'},\n",
       "      {'LabelName': 'Pastry',\n",
       "       'Subcategory': [{'LabelName': 'Doughnut'},\n",
       "        {'LabelName': 'Croissant'},\n",
       "        {'LabelName': 'Tart'}]}]},\n",
       "    {'LabelName': 'Mushroom'},\n",
       "    {'LabelName': 'Pasta'},\n",
       "    {'LabelName': 'Pizza'},\n",
       "    {'LabelName': 'Seafood',\n",
       "     'Subcategory': [{'LabelName': 'Squid'},\n",
       "      {'LabelName': 'Shellfish',\n",
       "       'Subcategory': [{'LabelName': 'Oyster'},\n",
       "        {'LabelName': 'Lobster'},\n",
       "        {'LabelName': 'Shrimp'},\n",
       "        {'LabelName': 'Crab'}]}]},\n",
       "    {'LabelName': 'Taco'},\n",
       "    {'LabelName': 'Cooking_spray'},\n",
       "    {'LabelName': 'Vegetable',\n",
       "     'Subcategory': [{'LabelName': 'Cucumber'},\n",
       "      {'LabelName': 'Radish'},\n",
       "      {'LabelName': 'Artichoke'},\n",
       "      {'LabelName': 'Potato'},\n",
       "      {'LabelName': 'Tomato'},\n",
       "      {'LabelName': 'Asparagus'},\n",
       "      {'LabelName': 'Squash',\n",
       "       'Subcategory': [{'LabelName': 'Pumpkin'}, {'LabelName': 'Zucchini'}]},\n",
       "      {'LabelName': 'Cabbage'},\n",
       "      {'LabelName': 'Carrot'},\n",
       "      {'LabelName': 'Salad'},\n",
       "      {'LabelName': 'Broccoli'},\n",
       "      {'LabelName': 'Bell_pepper'},\n",
       "      {'LabelName': 'Winter_melon'}]},\n",
       "    {'LabelName': 'Honeycomb'},\n",
       "    {'LabelName': 'Sandwich',\n",
       "     'Subcategory': [{'LabelName': 'Hamburger'},\n",
       "      {'LabelName': 'Submarine_sandwich'}]},\n",
       "    {'LabelName': 'Dairy',\n",
       "     'Subcategory': [{'LabelName': 'Cheese'}, {'LabelName': 'Milk'}]},\n",
       "    {'LabelName': 'Sushi'}]},\n",
       "  {'LabelName': 'Plant',\n",
       "   'Subcategory': [{'LabelName': 'Houseplant'},\n",
       "    {'LabelName': 'Tree',\n",
       "     'Subcategory': [{'LabelName': 'Christmas_tree'},\n",
       "      {'LabelName': 'Palm_tree'},\n",
       "      {'LabelName': 'Maple'},\n",
       "      {'LabelName': 'Willow'}]},\n",
       "    {'LabelName': 'Flower',\n",
       "     'Subcategory': [{'LabelName': 'Lavender'},\n",
       "      {'LabelName': 'Rose'},\n",
       "      {'LabelName': 'Sunflower'},\n",
       "      {'LabelName': 'Lily'}]}]},\n",
       "  {'LabelName': 'Vehicle',\n",
       "   'Subcategory': [{'LabelName': 'Land_vehicle',\n",
       "     'Part': [{'LabelName': 'Auto_part',\n",
       "       'Subcategory': [{'LabelName': 'Vehicle_registration_plate'},\n",
       "        {'LabelName': 'Wheel'},\n",
       "        {'LabelName': 'Seat_belt'},\n",
       "        {'LabelName': 'Tire'}]}],\n",
       "     'Subcategory': [{'LabelName': 'Ambulance'},\n",
       "      {'LabelName': 'Cart'},\n",
       "      {'LabelName': 'Bicycle', 'Part': [{'LabelName': 'Bicycle_wheel'}]},\n",
       "      {'LabelName': 'Bus'},\n",
       "      {'LabelName': 'Snowmobile'},\n",
       "      {'LabelName': 'Golf_cart'},\n",
       "      {'LabelName': 'Motorcycle'},\n",
       "      {'LabelName': 'Segway'},\n",
       "      {'LabelName': 'Tank'},\n",
       "      {'LabelName': 'Train'},\n",
       "      {'LabelName': 'Truck'},\n",
       "      {'LabelName': 'Unicycle'},\n",
       "      {'LabelName': 'Car',\n",
       "       'Subcategory': [{'LabelName': 'Limousine'}, {'LabelName': 'Van'}]},\n",
       "      {'LabelName': 'Taxi'},\n",
       "      {'LabelName': 'Wheelchair'}]},\n",
       "    {'LabelName': 'Watercraft',\n",
       "     'Subcategory': [{'LabelName': 'Boat',\n",
       "       'Subcategory': [{'LabelName': 'Barge'},\n",
       "        {'LabelName': 'Gondola'},\n",
       "        {'LabelName': 'Canoe'}]},\n",
       "      {'LabelName': 'Jet_ski'},\n",
       "      {'LabelName': 'Submarine'}]},\n",
       "    {'LabelName': 'Aircraft',\n",
       "     'Subcategory': [{'LabelName': 'Helicopter'},\n",
       "      {'LabelName': 'Airplane'},\n",
       "      {'LabelName': 'Rocket'}]}]},\n",
       "  {'LabelName': 'Clothing',\n",
       "   'Subcategory': [{'LabelName': 'Shorts'},\n",
       "    {'LabelName': 'Dress'},\n",
       "    {'LabelName': 'Swimwear'},\n",
       "    {'LabelName': 'Brassiere'},\n",
       "    {'LabelName': 'Tiara'},\n",
       "    {'LabelName': 'Shirt'},\n",
       "    {'LabelName': 'Coat'},\n",
       "    {'LabelName': 'Suit'},\n",
       "    {'LabelName': 'Hat',\n",
       "     'Subcategory': [{'LabelName': 'Cowboy_hat'},\n",
       "      {'LabelName': 'Fedora'},\n",
       "      {'LabelName': 'Sombrero'},\n",
       "      {'LabelName': 'Sun_hat'}]},\n",
       "    {'LabelName': 'Scarf'},\n",
       "    {'LabelName': 'Skirt', 'Subcategory': [{'LabelName': 'Miniskirt'}]},\n",
       "    {'LabelName': 'Jacket'},\n",
       "    {'LabelName': 'Fashion_accessory',\n",
       "     'Subcategory': [{'LabelName': 'Glove',\n",
       "       'Subcategory': [{'LabelName': 'Baseball_glove'}]},\n",
       "      {'LabelName': 'Belt'},\n",
       "      {'LabelName': 'Sunglasses'},\n",
       "      {'LabelName': 'Tiara'},\n",
       "      {'LabelName': 'Necklace'},\n",
       "      {'LabelName': 'Sock'},\n",
       "      {'LabelName': 'Earrings'},\n",
       "      {'LabelName': 'Tie'},\n",
       "      {'LabelName': 'Goggles'},\n",
       "      {'LabelName': 'Hat',\n",
       "       'Subcategory': [{'LabelName': 'Cowboy_hat'},\n",
       "        {'LabelName': 'Fedora'},\n",
       "        {'LabelName': 'Sombrero'},\n",
       "        {'LabelName': 'Sun_hat'}]},\n",
       "      {'LabelName': 'Scarf'},\n",
       "      {'LabelName': 'Handbag'},\n",
       "      {'LabelName': 'Watch'},\n",
       "      {'LabelName': 'Umbrella'},\n",
       "      {'LabelName': 'Glasses'},\n",
       "      {'LabelName': 'Crown'}]},\n",
       "    {'LabelName': 'Swim_cap'},\n",
       "    {'LabelName': 'Trousers', 'Subcategory': [{'LabelName': 'Jeans'}]},\n",
       "    {'LabelName': 'Footwear',\n",
       "     'Subcategory': [{'LabelName': 'Roller_skates'},\n",
       "      {'LabelName': 'Boot'},\n",
       "      {'LabelName': 'High_heels'},\n",
       "      {'LabelName': 'Sandal'}]},\n",
       "    {'LabelName': 'Sports_uniform'},\n",
       "    {'LabelName': 'Luggage_and_bags',\n",
       "     'Subcategory': [{'LabelName': 'Backpack'},\n",
       "      {'LabelName': 'Suitcase'},\n",
       "      {'LabelName': 'Briefcase'},\n",
       "      {'LabelName': 'Handbag'}]},\n",
       "    {'LabelName': 'Helmet',\n",
       "     'Subcategory': [{'LabelName': 'Bicycle_helmet'},\n",
       "      {'LabelName': 'Football_helmet'}]}]},\n",
       "  {'LabelName': 'Animal',\n",
       "   'Subcategory': [{'LabelName': 'Bird',\n",
       "     'Subcategory': [{'LabelName': 'Magpie'},\n",
       "      {'LabelName': 'Woodpecker'},\n",
       "      {'LabelName': 'Blue_jay'},\n",
       "      {'LabelName': 'Ostrich'},\n",
       "      {'LabelName': 'Penguin'},\n",
       "      {'LabelName': 'Raven'},\n",
       "      {'LabelName': 'Chicken'},\n",
       "      {'LabelName': 'Eagle'},\n",
       "      {'LabelName': 'Owl'},\n",
       "      {'LabelName': 'Duck'},\n",
       "      {'LabelName': 'Canary'},\n",
       "      {'LabelName': 'Goose'},\n",
       "      {'LabelName': 'Swan'},\n",
       "      {'LabelName': 'Falcon'},\n",
       "      {'LabelName': 'Parrot'},\n",
       "      {'LabelName': 'Sparrow'},\n",
       "      {'LabelName': 'Turkey'}]},\n",
       "    {'LabelName': 'Invertebrate',\n",
       "     'Subcategory': [{'LabelName': 'Tick'},\n",
       "      {'LabelName': 'Centipede'},\n",
       "      {'LabelName': 'Marine_invertebrates',\n",
       "       'Subcategory': [{'LabelName': 'Starfish'},\n",
       "        {'LabelName': 'Isopod'},\n",
       "        {'LabelName': 'Squid'},\n",
       "        {'LabelName': 'Lobster'},\n",
       "        {'LabelName': 'Jellyfish'},\n",
       "        {'LabelName': 'Shrimp'},\n",
       "        {'LabelName': 'Crab'}]},\n",
       "      {'LabelName': 'Insect',\n",
       "       'Subcategory': [{'LabelName': 'Bee'},\n",
       "        {'LabelName': 'Beetle', 'Subcategory': [{'LabelName': 'Ladybug'}]},\n",
       "        {'LabelName': 'Ant'},\n",
       "        {'LabelName': 'Moths_and_butterflies',\n",
       "         'Subcategory': [{'LabelName': 'Caterpillar'},\n",
       "          {'LabelName': 'Butterfly'}]},\n",
       "        {'LabelName': 'Dragonfly'}]},\n",
       "      {'LabelName': 'Scorpion'},\n",
       "      {'LabelName': 'Worm'},\n",
       "      {'LabelName': 'Spider'},\n",
       "      {'LabelName': 'Oyster'},\n",
       "      {'LabelName': 'Snail'}]},\n",
       "    {'LabelName': 'Mammal',\n",
       "     'Subcategory': [{'LabelName': 'Bat'},\n",
       "      {'LabelName': 'Carnivore',\n",
       "       'Subcategory': [{'LabelName': 'Bear',\n",
       "         'Subcategory': [{'LabelName': 'Brown_bear'},\n",
       "          {'LabelName': 'Panda'},\n",
       "          {'LabelName': 'Polar_bear'},\n",
       "          {'LabelName': 'Teddy_bear'}]},\n",
       "        {'LabelName': 'Cat'},\n",
       "        {'LabelName': 'Fox'},\n",
       "        {'LabelName': 'Jaguar'},\n",
       "        {'LabelName': 'Lynx'},\n",
       "        {'LabelName': 'Red_panda'},\n",
       "        {'LabelName': 'Tiger'},\n",
       "        {'LabelName': 'Lion'},\n",
       "        {'LabelName': 'Dog'},\n",
       "        {'LabelName': 'Leopard'},\n",
       "        {'LabelName': 'Cheetah'},\n",
       "        {'LabelName': 'Otter'},\n",
       "        {'LabelName': 'Raccoon'}]},\n",
       "      {'LabelName': 'Camel'},\n",
       "      {'LabelName': 'Cattle'},\n",
       "      {'LabelName': 'Giraffe'},\n",
       "      {'LabelName': 'Rhinoceros'},\n",
       "      {'LabelName': 'Goat'},\n",
       "      {'LabelName': 'Horse'},\n",
       "      {'LabelName': 'Hamster'},\n",
       "      {'LabelName': 'Kangaroo'},\n",
       "      {'LabelName': 'Koala'},\n",
       "      {'LabelName': 'Mouse'},\n",
       "      {'LabelName': 'Pig'},\n",
       "      {'LabelName': 'Rabbit'},\n",
       "      {'LabelName': 'Squirrel'},\n",
       "      {'LabelName': 'Sheep'},\n",
       "      {'LabelName': 'Zebra'},\n",
       "      {'LabelName': 'Monkey'},\n",
       "      {'LabelName': 'Hippopotamus'},\n",
       "      {'LabelName': 'Deer'},\n",
       "      {'LabelName': 'Elephant'},\n",
       "      {'LabelName': 'Porcupine'},\n",
       "      {'LabelName': 'Hedgehog'},\n",
       "      {'LabelName': 'Bull'},\n",
       "      {'LabelName': 'Antelope'},\n",
       "      {'LabelName': 'Mule'},\n",
       "      {'LabelName': 'Marine_mammal',\n",
       "       'Subcategory': [{'LabelName': 'Dolphin'},\n",
       "        {'LabelName': 'Whale'},\n",
       "        {'LabelName': 'Sea_lion'},\n",
       "        {'LabelName': 'Harbor_seal'}]},\n",
       "      {'LabelName': 'Skunk'},\n",
       "      {'LabelName': 'Alpaca'},\n",
       "      {'LabelName': 'Armadillo'}]},\n",
       "    {'LabelName': 'Reptile',\n",
       "     'Subcategory': [{'LabelName': 'Dinosaur'},\n",
       "      {'LabelName': 'Lizard'},\n",
       "      {'LabelName': 'Snake'},\n",
       "      {'LabelName': 'Turtle',\n",
       "       'Subcategory': [{'LabelName': 'Tortoise'},\n",
       "        {'LabelName': 'Sea_turtle'}]},\n",
       "      {'LabelName': 'Crocodile'},\n",
       "      {'LabelName': 'Frog'}]},\n",
       "    {'LabelName': 'Fish',\n",
       "     'Subcategory': [{'LabelName': 'Goldfish'},\n",
       "      {'LabelName': 'Shark'},\n",
       "      {'LabelName': 'Rays_and_skates'},\n",
       "      {'LabelName': 'Seahorse'}]},\n",
       "    {'LabelName': 'Shellfish',\n",
       "     'Subcategory': [{'LabelName': 'Oyster'},\n",
       "      {'LabelName': 'Lobster'},\n",
       "      {'LabelName': 'Shrimp'},\n",
       "      {'LabelName': 'Crab'}]}]},\n",
       "  {'LabelName': 'Cosmetics',\n",
       "   'Subcategory': [{'LabelName': 'Face_powder'},\n",
       "    {'LabelName': 'Hair_spray'},\n",
       "    {'LabelName': 'Lipstick'},\n",
       "    {'LabelName': 'Perfume'}]},\n",
       "  {'LabelName': 'Personal_care',\n",
       "   'Subcategory': [{'LabelName': 'Toothbrush'},\n",
       "    {'LabelName': 'Sunglasses'},\n",
       "    {'LabelName': 'Goggles'},\n",
       "    {'LabelName': 'Crutch'},\n",
       "    {'LabelName': 'Cream'},\n",
       "    {'LabelName': 'Diaper'},\n",
       "    {'LabelName': 'Glasses'},\n",
       "    {'LabelName': 'Wheelchair'}]},\n",
       "  {'LabelName': 'Medical_equipment',\n",
       "   'Subcategory': [{'LabelName': 'Syringe'},\n",
       "    {'LabelName': 'Stretcher'},\n",
       "    {'LabelName': 'Stethoscope'},\n",
       "    {'LabelName': 'Band-aid'}]},\n",
       "  {'LabelName': 'Musical_instrument',\n",
       "   'Subcategory': [{'LabelName': 'Organ'},\n",
       "    {'LabelName': 'Banjo'},\n",
       "    {'LabelName': 'Cello'},\n",
       "    {'LabelName': 'Drum'},\n",
       "    {'LabelName': 'Horn'},\n",
       "    {'LabelName': 'Guitar'},\n",
       "    {'LabelName': 'Harp'},\n",
       "    {'LabelName': 'Harpsichord'},\n",
       "    {'LabelName': 'Harmonica'},\n",
       "    {'LabelName': 'Musical_keyboard'},\n",
       "    {'LabelName': 'Oboe'},\n",
       "    {'LabelName': 'Piano'},\n",
       "    {'LabelName': 'Saxophone'},\n",
       "    {'LabelName': 'Trombone'},\n",
       "    {'LabelName': 'Trumpet'},\n",
       "    {'LabelName': 'Violin'},\n",
       "    {'LabelName': 'Chime'},\n",
       "    {'LabelName': 'Flute'},\n",
       "    {'LabelName': 'Accordion'},\n",
       "    {'LabelName': 'Maracas'}]},\n",
       "  {'LabelName': 'Sports_equipment',\n",
       "   'Subcategory': [{'LabelName': 'Paddle'},\n",
       "    {'LabelName': 'Ball',\n",
       "     'Subcategory': [{'LabelName': 'Football'},\n",
       "      {'LabelName': 'Cricket_ball'},\n",
       "      {'LabelName': 'Volleyball'},\n",
       "      {'LabelName': 'Tennis_ball'},\n",
       "      {'LabelName': 'Rugby_ball'}]},\n",
       "    {'LabelName': 'Bicycle', 'Part': [{'LabelName': 'Bicycle_wheel'}]},\n",
       "    {'LabelName': 'Surfboard'},\n",
       "    {'LabelName': 'Bow_and_arrow'},\n",
       "    {'LabelName': 'Hiking_equipment'},\n",
       "    {'LabelName': 'Roller_skates'},\n",
       "    {'LabelName': 'Flying_disc'},\n",
       "    {'LabelName': 'Baseball_bat'},\n",
       "    {'LabelName': 'Baseball_glove'},\n",
       "    {'LabelName': 'Punching_bag'},\n",
       "    {'LabelName': 'Golf_ball'},\n",
       "    {'LabelName': 'Lifejacket'},\n",
       "    {'LabelName': 'Scoreboard'},\n",
       "    {'LabelName': 'Snowboard'},\n",
       "    {'LabelName': 'Skateboard'},\n",
       "    {'LabelName': 'Ski'},\n",
       "    {'LabelName': 'Bowling_equipment'},\n",
       "    {'LabelName': 'Dumbbell'},\n",
       "    {'LabelName': 'Stationary_bicycle'},\n",
       "    {'LabelName': 'Treadmill'},\n",
       "    {'LabelName': 'Training_bench'},\n",
       "    {'LabelName': 'Indoor_rower'},\n",
       "    {'LabelName': 'Horizontal_bar'},\n",
       "    {'LabelName': 'Parachute'},\n",
       "    {'LabelName': 'Racket',\n",
       "     'Subcategory': [{'LabelName': 'Tennis_racket'},\n",
       "      {'LabelName': 'Table_tennis_racket'}]},\n",
       "    {'LabelName': 'Balance_beam'},\n",
       "    {'LabelName': 'Helmet',\n",
       "     'Subcategory': [{'LabelName': 'Bicycle_helmet'},\n",
       "      {'LabelName': 'Football_helmet'}]},\n",
       "    {'LabelName': 'Billiard_table'}]},\n",
       "  {'LabelName': 'Tool',\n",
       "   'Subcategory': [{'LabelName': 'Container',\n",
       "     'Subcategory': [{'LabelName': 'Tin_can'},\n",
       "      {'LabelName': 'Barrel'},\n",
       "      {'LabelName': 'Bottle'},\n",
       "      {'LabelName': 'Picnic_basket'},\n",
       "      {'LabelName': 'Jug'},\n",
       "      {'LabelName': 'Waste_container'},\n",
       "      {'LabelName': 'Beaker'},\n",
       "      {'LabelName': 'Flowerpot'}]},\n",
       "    {'LabelName': 'Ladder'},\n",
       "    {'LabelName': 'Toothbrush'},\n",
       "    {'LabelName': 'Screwdriver'},\n",
       "    {'LabelName': 'Drill'},\n",
       "    {'LabelName': 'Chainsaw'},\n",
       "    {'LabelName': 'Wrench'},\n",
       "    {'LabelName': 'Flashlight'},\n",
       "    {'LabelName': 'Scissors'},\n",
       "    {'LabelName': 'Ratchet'},\n",
       "    {'LabelName': 'Kitchen_utensil',\n",
       "     'Subcategory': [{'LabelName': 'Chopsticks'},\n",
       "      {'LabelName': 'Ladle'},\n",
       "      {'LabelName': 'Spatula'},\n",
       "      {'LabelName': 'Can_opener'},\n",
       "      {'LabelName': 'Cutting_board'},\n",
       "      {'LabelName': 'Whisk'},\n",
       "      {'LabelName': 'Drinking_straw'},\n",
       "      {'LabelName': 'Knife'},\n",
       "      {'LabelName': 'Bottle_opener'},\n",
       "      {'LabelName': 'Measuring_cup'},\n",
       "      {'LabelName': 'Pizza_cutter'},\n",
       "      {'LabelName': 'Spoon'},\n",
       "      {'LabelName': 'Fork'}]},\n",
       "    {'LabelName': 'Hammer'},\n",
       "    {'LabelName': 'Scale'},\n",
       "    {'LabelName': 'Snowplow'},\n",
       "    {'LabelName': 'Nail'},\n",
       "    {'LabelName': 'Tripod'},\n",
       "    {'LabelName': 'Torch'},\n",
       "    {'LabelName': 'Chisel'},\n",
       "    {'LabelName': 'Axe'},\n",
       "    {'LabelName': 'Camera'},\n",
       "    {'LabelName': 'Grinder'},\n",
       "    {'LabelName': 'Ruler'},\n",
       "    {'LabelName': 'Binoculars'}]},\n",
       "  {'LabelName': 'Weapon',\n",
       "   'Subcategory': [{'LabelName': 'Bow_and_arrow'},\n",
       "    {'LabelName': 'Cannon'},\n",
       "    {'LabelName': 'Dagger'},\n",
       "    {'LabelName': 'Knife'},\n",
       "    {'LabelName': 'Rifle'},\n",
       "    {'LabelName': 'Shotgun'},\n",
       "    {'LabelName': 'Tank'},\n",
       "    {'LabelName': 'Axe'},\n",
       "    {'LabelName': 'Handgun'},\n",
       "    {'LabelName': 'Sword'},\n",
       "    {'LabelName': 'Missile'},\n",
       "    {'LabelName': 'Bomb'}]},\n",
       "  {'LabelName': 'Cassette_deck'},\n",
       "  {'LabelName': 'Headphones'},\n",
       "  {'LabelName': 'Laptop'},\n",
       "  {'LabelName': 'Computer_keyboard'},\n",
       "  {'LabelName': 'Printer'},\n",
       "  {'LabelName': 'Computer_mouse'},\n",
       "  {'LabelName': 'Computer_monitor'},\n",
       "  {'LabelName': 'Power_plugs_and_sockets'},\n",
       "  {'LabelName': 'Light_switch'},\n",
       "  {'LabelName': 'Television'},\n",
       "  {'LabelName': 'Telephone',\n",
       "   'Subcategory': [{'LabelName': 'Mobile_phone'},\n",
       "    {'LabelName': 'Corded_phone'}]},\n",
       "  {'LabelName': 'Tablet_computer'},\n",
       "  {'LabelName': 'Microphone'},\n",
       "  {'LabelName': 'Ipod'},\n",
       "  {'LabelName': 'Remote_control'},\n",
       "  {'LabelName': 'Drink',\n",
       "   'Subcategory': [{'LabelName': 'Beer'},\n",
       "    {'LabelName': 'Cocktail'},\n",
       "    {'LabelName': 'Coffee'},\n",
       "    {'LabelName': 'Juice'},\n",
       "    {'LabelName': 'Tea'},\n",
       "    {'LabelName': 'Wine'}]},\n",
       "  {'LabelName': 'Bicycle_wheel'},\n",
       "  {'LabelName': 'Door_handle'},\n",
       "  {'LabelName': 'Door', 'Part': [{'LabelName': 'Door_handle'}]},\n",
       "  {'LabelName': 'Window'},\n",
       "  {'LabelName': 'Stairs'},\n",
       "  {'LabelName': 'Porch'},\n",
       "  {'LabelName': 'Human_eye'},\n",
       "  {'LabelName': 'Skull'},\n",
       "  {'LabelName': 'Human_head'},\n",
       "  {'LabelName': 'Human_face'},\n",
       "  {'LabelName': 'Human_mouth'},\n",
       "  {'LabelName': 'Human_ear'},\n",
       "  {'LabelName': 'Human_nose'},\n",
       "  {'LabelName': 'Human_hair'},\n",
       "  {'LabelName': 'Human_hand'},\n",
       "  {'LabelName': 'Human_foot'},\n",
       "  {'LabelName': 'Human_arm'},\n",
       "  {'LabelName': 'Human_leg'},\n",
       "  {'LabelName': 'Human_beard'},\n",
       "  {'LabelName': 'Human_body',\n",
       "   'Part': [{'LabelName': 'Human_eye'},\n",
       "    {'LabelName': 'Skull'},\n",
       "    {'LabelName': 'Human_head'},\n",
       "    {'LabelName': 'Human_face'},\n",
       "    {'LabelName': 'Human_mouth'},\n",
       "    {'LabelName': 'Human_ear'},\n",
       "    {'LabelName': 'Human_nose'},\n",
       "    {'LabelName': 'Human_hair'},\n",
       "    {'LabelName': 'Human_hand'},\n",
       "    {'LabelName': 'Human_foot'},\n",
       "    {'LabelName': 'Human_arm'},\n",
       "    {'LabelName': 'Human_leg'},\n",
       "    {'LabelName': 'Human_beard'}]},\n",
       "  {'LabelName': 'Auto_part',\n",
       "   'Subcategory': [{'LabelName': 'Vehicle_registration_plate'},\n",
       "    {'LabelName': 'Wheel'},\n",
       "    {'LabelName': 'Seat_belt'},\n",
       "    {'LabelName': 'Tire'}]},\n",
       "  {'LabelName': 'Coconut'}]}"
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bbox_labels_600_json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "## Compose classes_hierchy_dict to insert label hierchies database "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'LabelName': 'Entity',\n",
       " 'Subcategory': [{'LabelName': 'Coin'},\n",
       "  {'LabelName': 'Flag'},\n",
       "  {'LabelName': 'Light_bulb'},\n",
       "  {'LabelName': 'Toy',\n",
       "   'Subcategory': [{'LabelName': 'Doll'},\n",
       "    {'LabelName': 'Balloon'},\n",
       "    {'LabelName': 'Dice'},\n",
       "    {'LabelName': 'Flying_disc'},\n",
       "    {'LabelName': 'Kite'},\n",
       "    {'LabelName': 'Teddy_bear'}]},\n",
       "  {'LabelName': 'Home_appliance',\n",
       "   'Subcategory': [{'LabelName': 'Washing_machine'},\n",
       "    {'LabelName': 'Toaster'},\n",
       "    {'LabelName': 'Oven'},\n",
       "    {'LabelName': 'Blender'},\n",
       "    {'LabelName': 'Gas_stove'},\n",
       "    {'LabelName': 'Mechanical_fan'},\n",
       "    {'LabelName': 'Heater'},\n",
       "    {'LabelName': 'Kettle'},\n",
       "    {'LabelName': 'Hair_dryer'},\n",
       "    {'LabelName': 'Refrigerator'},\n",
       "    {'LabelName': 'Wood-burning_stove'},\n",
       "    {'LabelName': 'Humidifier'},\n",
       "    {'LabelName': 'Mixer'},\n",
       "    {'LabelName': 'Coffeemaker'},\n",
       "    {'LabelName': 'Microwave_oven'},\n",
       "    {'LabelName': 'Dishwasher'},\n",
       "    {'LabelName': 'Sewing_machine'},\n",
       "    {'LabelName': 'Hand_dryer'},\n",
       "    {'LabelName': 'Ceiling_fan'}]},\n",
       "  {'LabelName': 'Plumbing_fixture',\n",
       "   'Subcategory': [{'LabelName': 'Sink'},\n",
       "    {'LabelName': 'Bidet'},\n",
       "    {'LabelName': 'Shower'},\n",
       "    {'LabelName': 'Tap'},\n",
       "    {'LabelName': 'Bathtub'},\n",
       "    {'LabelName': 'Toilet'}]},\n",
       "  {'LabelName': 'Office_supplies',\n",
       "   'Subcategory': [{'LabelName': 'Scissors'},\n",
       "    {'LabelName': 'Poster'},\n",
       "    {'LabelName': 'Calculator'},\n",
       "    {'LabelName': 'Box'},\n",
       "    {'LabelName': 'Stapler'},\n",
       "    {'LabelName': 'Whiteboard'},\n",
       "    {'LabelName': 'Pencil_sharpener'},\n",
       "    {'LabelName': 'Eraser'},\n",
       "    {'LabelName': 'Fax'},\n",
       "    {'LabelName': 'Adhesive_tape'},\n",
       "    {'LabelName': 'Ring_binder'},\n",
       "    {'LabelName': 'Pencil_case'},\n",
       "    {'LabelName': 'Plastic_bag'},\n",
       "    {'LabelName': 'Paper_cutter'},\n",
       "    {'LabelName': 'Toilet_paper'},\n",
       "    {'LabelName': 'Envelope'},\n",
       "    {'LabelName': 'Pen'}]},\n",
       "  {'LabelName': 'Paper_towel'},\n",
       "  {'LabelName': 'Pillow'},\n",
       "  {'LabelName': 'Kitchenware',\n",
       "   'Subcategory': [{'LabelName': 'Kitchen_utensil',\n",
       "     'Subcategory': [{'LabelName': 'Chopsticks'},\n",
       "      {'LabelName': 'Ladle'},\n",
       "      {'LabelName': 'Spatula'},\n",
       "      {'LabelName': 'Can_opener'},\n",
       "      {'LabelName': 'Cutting_board'},\n",
       "      {'LabelName': 'Whisk'},\n",
       "      {'LabelName': 'Drinking_straw'},\n",
       "      {'LabelName': 'Knife'},\n",
       "      {'LabelName': 'Bottle_opener'},\n",
       "      {'LabelName': 'Measuring_cup'},\n",
       "      {'LabelName': 'Pizza_cutter'},\n",
       "      {'LabelName': 'Spoon'},\n",
       "      {'LabelName': 'Fork'}]},\n",
       "    {'LabelName': 'Tableware',\n",
       "     'Subcategory': [{'LabelName': 'Chopsticks'},\n",
       "      {'LabelName': 'Teapot'},\n",
       "      {'LabelName': 'Mug'},\n",
       "      {'LabelName': 'Coffee_cup'},\n",
       "      {'LabelName': 'Salt_and_pepper_shakers'},\n",
       "      {'LabelName': 'Mixing_bowl'},\n",
       "      {'LabelName': 'Saucer'},\n",
       "      {'LabelName': 'Cocktail_shaker'},\n",
       "      {'LabelName': 'Bottle'},\n",
       "      {'LabelName': 'Bowl'},\n",
       "      {'LabelName': 'Plate'},\n",
       "      {'LabelName': 'Pitcher'},\n",
       "      {'LabelName': 'Kitchen_knife'},\n",
       "      {'LabelName': 'Jug'},\n",
       "      {'LabelName': 'Platter'},\n",
       "      {'LabelName': 'Wine_glass'},\n",
       "      {'LabelName': 'Spoon'},\n",
       "      {'LabelName': 'Fork'},\n",
       "      {'LabelName': 'Serving_tray'},\n",
       "      {'LabelName': 'Cake_stand'}]},\n",
       "    {'LabelName': 'Frying_pan'},\n",
       "    {'LabelName': 'Wok'},\n",
       "    {'LabelName': 'Spice_rack'},\n",
       "    {'LabelName': 'Kitchen_appliance',\n",
       "     'Subcategory': [{'LabelName': 'Oven'},\n",
       "      {'LabelName': 'Blender'},\n",
       "      {'LabelName': 'Slow_cooker'},\n",
       "      {'LabelName': 'Food_processor'},\n",
       "      {'LabelName': 'Refrigerator'},\n",
       "      {'LabelName': 'Waffle_iron'},\n",
       "      {'LabelName': 'Mixer'},\n",
       "      {'LabelName': 'Coffeemaker'},\n",
       "      {'LabelName': 'Microwave_oven'},\n",
       "      {'LabelName': 'Pressure_cooker'},\n",
       "      {'LabelName': 'Dishwasher'}]}]},\n",
       "  {'LabelName': 'Fireplace'},\n",
       "  {'LabelName': 'Countertop'},\n",
       "  {'LabelName': 'Book'},\n",
       "  {'LabelName': 'Furniture',\n",
       "   'Subcategory': [{'LabelName': 'Chair'},\n",
       "    {'LabelName': 'Cabinetry'},\n",
       "    {'LabelName': 'Desk'},\n",
       "    {'LabelName': 'Wine_rack'},\n",
       "    {'LabelName': 'Couch',\n",
       "     'Subcategory': [{'LabelName': 'Sofa_bed'}, {'LabelName': 'Loveseat'}]},\n",
       "    {'LabelName': 'Wardrobe'},\n",
       "    {'LabelName': 'Nightstand'},\n",
       "    {'LabelName': 'Bookcase'},\n",
       "    {'LabelName': 'Bed',\n",
       "     'Subcategory': [{'LabelName': 'Infant_bed'},\n",
       "      {'LabelName': 'Studio_couch'}]},\n",
       "    {'LabelName': 'Filing_cabinet'},\n",
       "    {'LabelName': 'Table',\n",
       "     'Subcategory': [{'LabelName': 'Coffee_table'},\n",
       "      {'LabelName': 'Kitchen_&_dining_room_table'}]},\n",
       "    {'LabelName': 'Chest_of_drawers'},\n",
       "    {'LabelName': 'Cupboard'},\n",
       "    {'LabelName': 'Bench'},\n",
       "    {'LabelName': 'Drawer'},\n",
       "    {'LabelName': 'Stool'},\n",
       "    {'LabelName': 'Shelf'},\n",
       "    {'LabelName': 'Wall_clock'},\n",
       "    {'LabelName': 'Bathroom_cabinet'},\n",
       "    {'LabelName': 'Closet'}]},\n",
       "  {'LabelName': 'Dog_bed'},\n",
       "  {'LabelName': 'Cat_furniture'},\n",
       "  {'LabelName': 'Lantern'},\n",
       "  {'LabelName': 'Clock',\n",
       "   'Subcategory': [{'LabelName': 'Alarm_clock'},\n",
       "    {'LabelName': 'Digital_clock'},\n",
       "    {'LabelName': 'Wall_clock'}]},\n",
       "  {'LabelName': 'Vase'},\n",
       "  {'LabelName': 'Window_blind'},\n",
       "  {'LabelName': 'Curtain'},\n",
       "  {'LabelName': 'Mirror'},\n",
       "  {'LabelName': 'Sculpture',\n",
       "   'Subcategory': [{'LabelName': 'Snowman'},\n",
       "    {'LabelName': 'Bust'},\n",
       "    {'LabelName': 'Bronze_sculpture'}]},\n",
       "  {'LabelName': 'Picture_frame'},\n",
       "  {'LabelName': 'Candle'},\n",
       "  {'LabelName': 'Lamp'},\n",
       "  {'LabelName': 'Bathroom_accessory',\n",
       "   'Subcategory': [{'LabelName': 'Towel'},\n",
       "    {'LabelName': 'Toilet_paper'},\n",
       "    {'LabelName': 'Soap_dispenser'},\n",
       "    {'LabelName': 'Facial_tissue_holder'}]},\n",
       "  {'LabelName': 'Beehive'},\n",
       "  {'LabelName': 'Tent'},\n",
       "  {'LabelName': 'Parking_meter'},\n",
       "  {'LabelName': 'Traffic_light'},\n",
       "  {'LabelName': 'Billboard'},\n",
       "  {'LabelName': 'Traffic_sign', 'Subcategory': [{'LabelName': 'Stop_sign'}]},\n",
       "  {'LabelName': 'Fire_hydrant'},\n",
       "  {'LabelName': 'Fountain'},\n",
       "  {'LabelName': 'Street_light'},\n",
       "  {'LabelName': 'Jacuzzi'},\n",
       "  {'LabelName': 'Building',\n",
       "   'Part': [{'LabelName': 'Medical_equipment',\n",
       "     'Subcategory': [{'LabelName': 'Syringe'},\n",
       "      {'LabelName': 'Stretcher'},\n",
       "      {'LabelName': 'Stethoscope'},\n",
       "      {'LabelName': 'Band-aid'}]},\n",
       "    {'LabelName': 'Musical_instrument',\n",
       "     'Subcategory': [{'LabelName': 'Organ'},\n",
       "      {'LabelName': 'Banjo'},\n",
       "      {'LabelName': 'Cello'},\n",
       "      {'LabelName': 'Drum'},\n",
       "      {'LabelName': 'Horn'},\n",
       "      {'LabelName': 'Guitar'},\n",
       "      {'LabelName': 'Harp'},\n",
       "      {'LabelName': 'Harpsichord'},\n",
       "      {'LabelName': 'Harmonica'},\n",
       "      {'LabelName': 'Musical_keyboard'},\n",
       "      {'LabelName': 'Oboe'},\n",
       "      {'LabelName': 'Piano'},\n",
       "      {'LabelName': 'Saxophone'},\n",
       "      {'LabelName': 'Trombone'},\n",
       "      {'LabelName': 'Trumpet'},\n",
       "      {'LabelName': 'Violin'},\n",
       "      {'LabelName': 'Chime'},\n",
       "      {'LabelName': 'Flute'},\n",
       "      {'LabelName': 'Accordion'},\n",
       "      {'LabelName': 'Maracas'}]},\n",
       "    {'LabelName': 'Sports_equipment',\n",
       "     'Subcategory': [{'LabelName': 'Paddle'},\n",
       "      {'LabelName': 'Ball',\n",
       "       'Subcategory': [{'LabelName': 'Football'},\n",
       "        {'LabelName': 'Cricket_ball'},\n",
       "        {'LabelName': 'Volleyball'},\n",
       "        {'LabelName': 'Tennis_ball'},\n",
       "        {'LabelName': 'Rugby_ball'}]},\n",
       "      {'LabelName': 'Bicycle', 'Part': [{'LabelName': 'Bicycle_wheel'}]},\n",
       "      {'LabelName': 'Surfboard'},\n",
       "      {'LabelName': 'Bow_and_arrow'},\n",
       "      {'LabelName': 'Hiking_equipment'},\n",
       "      {'LabelName': 'Roller_skates'},\n",
       "      {'LabelName': 'Flying_disc'},\n",
       "      {'LabelName': 'Baseball_bat'},\n",
       "      {'LabelName': 'Baseball_glove'},\n",
       "      {'LabelName': 'Punching_bag'},\n",
       "      {'LabelName': 'Golf_ball'},\n",
       "      {'LabelName': 'Lifejacket'},\n",
       "      {'LabelName': 'Scoreboard'},\n",
       "      {'LabelName': 'Snowboard'},\n",
       "      {'LabelName': 'Skateboard'},\n",
       "      {'LabelName': 'Ski'},\n",
       "      {'LabelName': 'Bowling_equipment'},\n",
       "      {'LabelName': 'Dumbbell'},\n",
       "      {'LabelName': 'Stationary_bicycle'},\n",
       "      {'LabelName': 'Treadmill'},\n",
       "      {'LabelName': 'Training_bench'},\n",
       "      {'LabelName': 'Indoor_rower'},\n",
       "      {'LabelName': 'Horizontal_bar'},\n",
       "      {'LabelName': 'Parachute'},\n",
       "      {'LabelName': 'Racket',\n",
       "       'Subcategory': [{'LabelName': 'Tennis_racket'},\n",
       "        {'LabelName': 'Table_tennis_racket'}]},\n",
       "      {'LabelName': 'Balance_beam'},\n",
       "      {'LabelName': 'Helmet',\n",
       "       'Subcategory': [{'LabelName': 'Bicycle_helmet'},\n",
       "        {'LabelName': 'Football_helmet'}]},\n",
       "      {'LabelName': 'Billiard_table'}]},\n",
       "    {'LabelName': 'Tool',\n",
       "     'Subcategory': [{'LabelName': 'Container',\n",
       "       'Subcategory': [{'LabelName': 'Tin_can'},\n",
       "        {'LabelName': 'Barrel'},\n",
       "        {'LabelName': 'Bottle'},\n",
       "        {'LabelName': 'Picnic_basket'},\n",
       "        {'LabelName': 'Jug'},\n",
       "        {'LabelName': 'Waste_container'},\n",
       "        {'LabelName': 'Beaker'},\n",
       "        {'LabelName': 'Flowerpot'}]},\n",
       "      {'LabelName': 'Ladder'},\n",
       "      {'LabelName': 'Toothbrush'},\n",
       "      {'LabelName': 'Screwdriver'},\n",
       "      {'LabelName': 'Drill'},\n",
       "      {'LabelName': 'Chainsaw'},\n",
       "      {'LabelName': 'Wrench'},\n",
       "      {'LabelName': 'Flashlight'},\n",
       "      {'LabelName': 'Scissors'},\n",
       "      {'LabelName': 'Ratchet'},\n",
       "      {'LabelName': 'Kitchen_utensil',\n",
       "       'Subcategory': [{'LabelName': 'Chopsticks'},\n",
       "        {'LabelName': 'Ladle'},\n",
       "        {'LabelName': 'Spatula'},\n",
       "        {'LabelName': 'Can_opener'},\n",
       "        {'LabelName': 'Cutting_board'},\n",
       "        {'LabelName': 'Whisk'},\n",
       "        {'LabelName': 'Drinking_straw'},\n",
       "        {'LabelName': 'Knife'},\n",
       "        {'LabelName': 'Bottle_opener'},\n",
       "        {'LabelName': 'Measuring_cup'},\n",
       "        {'LabelName': 'Pizza_cutter'},\n",
       "        {'LabelName': 'Spoon'},\n",
       "        {'LabelName': 'Fork'}]},\n",
       "      {'LabelName': 'Hammer'},\n",
       "      {'LabelName': 'Scale'},\n",
       "      {'LabelName': 'Snowplow'},\n",
       "      {'LabelName': 'Nail'},\n",
       "      {'LabelName': 'Tripod'},\n",
       "      {'LabelName': 'Torch'},\n",
       "      {'LabelName': 'Chisel'},\n",
       "      {'LabelName': 'Axe'},\n",
       "      {'LabelName': 'Camera'},\n",
       "      {'LabelName': 'Grinder'},\n",
       "      {'LabelName': 'Ruler'},\n",
       "      {'LabelName': 'Binoculars'}]},\n",
       "    {'LabelName': 'Weapon',\n",
       "     'Subcategory': [{'LabelName': 'Bow_and_arrow'},\n",
       "      {'LabelName': 'Cannon'},\n",
       "      {'LabelName': 'Dagger'},\n",
       "      {'LabelName': 'Knife'},\n",
       "      {'LabelName': 'Rifle'},\n",
       "      {'LabelName': 'Shotgun'},\n",
       "      {'LabelName': 'Tank'},\n",
       "      {'LabelName': 'Axe'},\n",
       "      {'LabelName': 'Handgun'},\n",
       "      {'LabelName': 'Sword'},\n",
       "      {'LabelName': 'Missile'},\n",
       "      {'LabelName': 'Bomb'}]},\n",
       "    {'LabelName': 'Cassette_deck'},\n",
       "    {'LabelName': 'Headphones'},\n",
       "    {'LabelName': 'Laptop'},\n",
       "    {'LabelName': 'Computer_keyboard'},\n",
       "    {'LabelName': 'Printer'},\n",
       "    {'LabelName': 'Computer_mouse'},\n",
       "    {'LabelName': 'Computer_monitor'},\n",
       "    {'LabelName': 'Power_plugs_and_sockets'},\n",
       "    {'LabelName': 'Light_switch'},\n",
       "    {'LabelName': 'Musical_keyboard'},\n",
       "    {'LabelName': 'Television'},\n",
       "    {'LabelName': 'Telephone',\n",
       "     'Subcategory': [{'LabelName': 'Mobile_phone'},\n",
       "      {'LabelName': 'Corded_phone'}]},\n",
       "    {'LabelName': 'Tablet_computer'},\n",
       "    {'LabelName': 'Microphone'},\n",
       "    {'LabelName': 'Ipod'},\n",
       "    {'LabelName': 'Remote_control'}],\n",
       "   'Subcategory': [{'LabelName': 'Tree_house'},\n",
       "    {'LabelName': 'Lighthouse'},\n",
       "    {'LabelName': 'Skyscraper'},\n",
       "    {'LabelName': 'Castle'},\n",
       "    {'LabelName': 'Tower'},\n",
       "    {'LabelName': 'House'},\n",
       "    {'LabelName': 'Office_building'},\n",
       "    {'LabelName': 'Convenience_store'}]},\n",
       "  {'LabelName': 'Swimming_pool'},\n",
       "  {'LabelName': 'Person',\n",
       "   'Part': [{'LabelName': 'Human_body',\n",
       "     'Part': [{'LabelName': 'Human_eye'},\n",
       "      {'LabelName': 'Skull'},\n",
       "      {'LabelName': 'Human_head'},\n",
       "      {'LabelName': 'Human_face'},\n",
       "      {'LabelName': 'Human_mouth'},\n",
       "      {'LabelName': 'Human_ear'},\n",
       "      {'LabelName': 'Human_nose'},\n",
       "      {'LabelName': 'Human_hair'},\n",
       "      {'LabelName': 'Human_hand'},\n",
       "      {'LabelName': 'Human_foot'},\n",
       "      {'LabelName': 'Human_arm'},\n",
       "      {'LabelName': 'Human_leg'},\n",
       "      {'LabelName': 'Human_beard'}]}],\n",
       "   'Subcategory': [{'LabelName': 'Man'},\n",
       "    {'LabelName': 'Woman'},\n",
       "    {'LabelName': 'Boy'},\n",
       "    {'LabelName': 'Girl'}]},\n",
       "  {'LabelName': 'Food',\n",
       "   'Subcategory': [{'LabelName': 'Fast_food',\n",
       "     'Subcategory': [{'LabelName': 'Hot_dog'}, {'LabelName': 'French_fries'}]},\n",
       "    {'LabelName': 'Waffle'},\n",
       "    {'LabelName': 'Pancake'},\n",
       "    {'LabelName': 'Burrito'},\n",
       "    {'LabelName': 'Snack',\n",
       "     'Subcategory': [{'LabelName': 'Pretzel'},\n",
       "      {'LabelName': 'Popcorn'},\n",
       "      {'LabelName': 'Cookie'}]},\n",
       "    {'LabelName': 'Dessert',\n",
       "     'Subcategory': [{'LabelName': 'Muffin'},\n",
       "      {'LabelName': 'Cookie'},\n",
       "      {'LabelName': 'Ice_cream'},\n",
       "      {'LabelName': 'Cake'},\n",
       "      {'LabelName': 'Candy'}]},\n",
       "    {'LabelName': 'Guacamole'},\n",
       "    {'LabelName': 'Fruit',\n",
       "     'Subcategory': [{'LabelName': 'Apple'},\n",
       "      {'LabelName': 'Grape'},\n",
       "      {'LabelName': 'Common_fig'},\n",
       "      {'LabelName': 'Pear'},\n",
       "      {'LabelName': 'Strawberry'},\n",
       "      {'LabelName': 'Tomato'},\n",
       "      {'LabelName': 'Lemon'},\n",
       "      {'LabelName': 'Banana'},\n",
       "      {'LabelName': 'Orange'},\n",
       "      {'LabelName': 'Peach'},\n",
       "      {'LabelName': 'Mango'},\n",
       "      {'LabelName': 'Pineapple'},\n",
       "      {'LabelName': 'Grapefruit'},\n",
       "      {'LabelName': 'Pomegranate'},\n",
       "      {'LabelName': 'Watermelon'},\n",
       "      {'LabelName': 'Cantaloupe'}]},\n",
       "    {'LabelName': 'Egg'},\n",
       "    {'LabelName': 'Baked_goods',\n",
       "     'Subcategory': [{'LabelName': 'Pretzel'},\n",
       "      {'LabelName': 'Bagel'},\n",
       "      {'LabelName': 'Muffin'},\n",
       "      {'LabelName': 'Cookie'},\n",
       "      {'LabelName': 'Bread'},\n",
       "      {'LabelName': 'Pastry',\n",
       "       'Subcategory': [{'LabelName': 'Doughnut'},\n",
       "        {'LabelName': 'Croissant'},\n",
       "        {'LabelName': 'Tart'}]}]},\n",
       "    {'LabelName': 'Mushroom'},\n",
       "    {'LabelName': 'Pasta'},\n",
       "    {'LabelName': 'Pizza'},\n",
       "    {'LabelName': 'Seafood',\n",
       "     'Subcategory': [{'LabelName': 'Squid'},\n",
       "      {'LabelName': 'Shellfish',\n",
       "       'Subcategory': [{'LabelName': 'Oyster'},\n",
       "        {'LabelName': 'Lobster'},\n",
       "        {'LabelName': 'Shrimp'},\n",
       "        {'LabelName': 'Crab'}]}]},\n",
       "    {'LabelName': 'Taco'},\n",
       "    {'LabelName': 'Cooking_spray'},\n",
       "    {'LabelName': 'Vegetable',\n",
       "     'Subcategory': [{'LabelName': 'Cucumber'},\n",
       "      {'LabelName': 'Radish'},\n",
       "      {'LabelName': 'Artichoke'},\n",
       "      {'LabelName': 'Potato'},\n",
       "      {'LabelName': 'Tomato'},\n",
       "      {'LabelName': 'Asparagus'},\n",
       "      {'LabelName': 'Squash',\n",
       "       'Subcategory': [{'LabelName': 'Pumpkin'}, {'LabelName': 'Zucchini'}]},\n",
       "      {'LabelName': 'Cabbage'},\n",
       "      {'LabelName': 'Carrot'},\n",
       "      {'LabelName': 'Salad'},\n",
       "      {'LabelName': 'Broccoli'},\n",
       "      {'LabelName': 'Bell_pepper'},\n",
       "      {'LabelName': 'Winter_melon'}]},\n",
       "    {'LabelName': 'Honeycomb'},\n",
       "    {'LabelName': 'Sandwich',\n",
       "     'Subcategory': [{'LabelName': 'Hamburger'},\n",
       "      {'LabelName': 'Submarine_sandwich'}]},\n",
       "    {'LabelName': 'Dairy',\n",
       "     'Subcategory': [{'LabelName': 'Cheese'}, {'LabelName': 'Milk'}]},\n",
       "    {'LabelName': 'Sushi'}]},\n",
       "  {'LabelName': 'Plant',\n",
       "   'Subcategory': [{'LabelName': 'Houseplant'},\n",
       "    {'LabelName': 'Tree',\n",
       "     'Subcategory': [{'LabelName': 'Christmas_tree'},\n",
       "      {'LabelName': 'Palm_tree'},\n",
       "      {'LabelName': 'Maple'},\n",
       "      {'LabelName': 'Willow'}]},\n",
       "    {'LabelName': 'Flower',\n",
       "     'Subcategory': [{'LabelName': 'Lavender'},\n",
       "      {'LabelName': 'Rose'},\n",
       "      {'LabelName': 'Sunflower'},\n",
       "      {'LabelName': 'Lily'}]}]},\n",
       "  {'LabelName': 'Vehicle',\n",
       "   'Subcategory': [{'LabelName': 'Land_vehicle',\n",
       "     'Part': [{'LabelName': 'Auto_part',\n",
       "       'Subcategory': [{'LabelName': 'Vehicle_registration_plate'},\n",
       "        {'LabelName': 'Wheel'},\n",
       "        {'LabelName': 'Seat_belt'},\n",
       "        {'LabelName': 'Tire'}]}],\n",
       "     'Subcategory': [{'LabelName': 'Ambulance'},\n",
       "      {'LabelName': 'Cart'},\n",
       "      {'LabelName': 'Bicycle', 'Part': [{'LabelName': 'Bicycle_wheel'}]},\n",
       "      {'LabelName': 'Bus'},\n",
       "      {'LabelName': 'Snowmobile'},\n",
       "      {'LabelName': 'Golf_cart'},\n",
       "      {'LabelName': 'Motorcycle'},\n",
       "      {'LabelName': 'Segway'},\n",
       "      {'LabelName': 'Tank'},\n",
       "      {'LabelName': 'Train'},\n",
       "      {'LabelName': 'Truck'},\n",
       "      {'LabelName': 'Unicycle'},\n",
       "      {'LabelName': 'Car',\n",
       "       'Subcategory': [{'LabelName': 'Limousine'}, {'LabelName': 'Van'}]},\n",
       "      {'LabelName': 'Taxi'},\n",
       "      {'LabelName': 'Wheelchair'}]},\n",
       "    {'LabelName': 'Watercraft',\n",
       "     'Subcategory': [{'LabelName': 'Boat',\n",
       "       'Subcategory': [{'LabelName': 'Barge'},\n",
       "        {'LabelName': 'Gondola'},\n",
       "        {'LabelName': 'Canoe'}]},\n",
       "      {'LabelName': 'Jet_ski'},\n",
       "      {'LabelName': 'Submarine'}]},\n",
       "    {'LabelName': 'Aircraft',\n",
       "     'Subcategory': [{'LabelName': 'Helicopter'},\n",
       "      {'LabelName': 'Airplane'},\n",
       "      {'LabelName': 'Rocket'}]}]},\n",
       "  {'LabelName': 'Clothing',\n",
       "   'Subcategory': [{'LabelName': 'Shorts'},\n",
       "    {'LabelName': 'Dress'},\n",
       "    {'LabelName': 'Swimwear'},\n",
       "    {'LabelName': 'Brassiere'},\n",
       "    {'LabelName': 'Tiara'},\n",
       "    {'LabelName': 'Shirt'},\n",
       "    {'LabelName': 'Coat'},\n",
       "    {'LabelName': 'Suit'},\n",
       "    {'LabelName': 'Hat',\n",
       "     'Subcategory': [{'LabelName': 'Cowboy_hat'},\n",
       "      {'LabelName': 'Fedora'},\n",
       "      {'LabelName': 'Sombrero'},\n",
       "      {'LabelName': 'Sun_hat'}]},\n",
       "    {'LabelName': 'Scarf'},\n",
       "    {'LabelName': 'Skirt', 'Subcategory': [{'LabelName': 'Miniskirt'}]},\n",
       "    {'LabelName': 'Jacket'},\n",
       "    {'LabelName': 'Fashion_accessory',\n",
       "     'Subcategory': [{'LabelName': 'Glove',\n",
       "       'Subcategory': [{'LabelName': 'Baseball_glove'}]},\n",
       "      {'LabelName': 'Belt'},\n",
       "      {'LabelName': 'Sunglasses'},\n",
       "      {'LabelName': 'Tiara'},\n",
       "      {'LabelName': 'Necklace'},\n",
       "      {'LabelName': 'Sock'},\n",
       "      {'LabelName': 'Earrings'},\n",
       "      {'LabelName': 'Tie'},\n",
       "      {'LabelName': 'Goggles'},\n",
       "      {'LabelName': 'Hat',\n",
       "       'Subcategory': [{'LabelName': 'Cowboy_hat'},\n",
       "        {'LabelName': 'Fedora'},\n",
       "        {'LabelName': 'Sombrero'},\n",
       "        {'LabelName': 'Sun_hat'}]},\n",
       "      {'LabelName': 'Scarf'},\n",
       "      {'LabelName': 'Handbag'},\n",
       "      {'LabelName': 'Watch'},\n",
       "      {'LabelName': 'Umbrella'},\n",
       "      {'LabelName': 'Glasses'},\n",
       "      {'LabelName': 'Crown'}]},\n",
       "    {'LabelName': 'Swim_cap'},\n",
       "    {'LabelName': 'Trousers', 'Subcategory': [{'LabelName': 'Jeans'}]},\n",
       "    {'LabelName': 'Footwear',\n",
       "     'Subcategory': [{'LabelName': 'Roller_skates'},\n",
       "      {'LabelName': 'Boot'},\n",
       "      {'LabelName': 'High_heels'},\n",
       "      {'LabelName': 'Sandal'}]},\n",
       "    {'LabelName': 'Sports_uniform'},\n",
       "    {'LabelName': 'Luggage_and_bags',\n",
       "     'Subcategory': [{'LabelName': 'Backpack'},\n",
       "      {'LabelName': 'Suitcase'},\n",
       "      {'LabelName': 'Briefcase'},\n",
       "      {'LabelName': 'Handbag'}]},\n",
       "    {'LabelName': 'Helmet',\n",
       "     'Subcategory': [{'LabelName': 'Bicycle_helmet'},\n",
       "      {'LabelName': 'Football_helmet'}]}]},\n",
       "  {'LabelName': 'Animal',\n",
       "   'Subcategory': [{'LabelName': 'Bird',\n",
       "     'Subcategory': [{'LabelName': 'Magpie'},\n",
       "      {'LabelName': 'Woodpecker'},\n",
       "      {'LabelName': 'Blue_jay'},\n",
       "      {'LabelName': 'Ostrich'},\n",
       "      {'LabelName': 'Penguin'},\n",
       "      {'LabelName': 'Raven'},\n",
       "      {'LabelName': 'Chicken'},\n",
       "      {'LabelName': 'Eagle'},\n",
       "      {'LabelName': 'Owl'},\n",
       "      {'LabelName': 'Duck'},\n",
       "      {'LabelName': 'Canary'},\n",
       "      {'LabelName': 'Goose'},\n",
       "      {'LabelName': 'Swan'},\n",
       "      {'LabelName': 'Falcon'},\n",
       "      {'LabelName': 'Parrot'},\n",
       "      {'LabelName': 'Sparrow'},\n",
       "      {'LabelName': 'Turkey'}]},\n",
       "    {'LabelName': 'Invertebrate',\n",
       "     'Subcategory': [{'LabelName': 'Tick'},\n",
       "      {'LabelName': 'Centipede'},\n",
       "      {'LabelName': 'Marine_invertebrates',\n",
       "       'Subcategory': [{'LabelName': 'Starfish'},\n",
       "        {'LabelName': 'Isopod'},\n",
       "        {'LabelName': 'Squid'},\n",
       "        {'LabelName': 'Lobster'},\n",
       "        {'LabelName': 'Jellyfish'},\n",
       "        {'LabelName': 'Shrimp'},\n",
       "        {'LabelName': 'Crab'}]},\n",
       "      {'LabelName': 'Insect',\n",
       "       'Subcategory': [{'LabelName': 'Bee'},\n",
       "        {'LabelName': 'Beetle', 'Subcategory': [{'LabelName': 'Ladybug'}]},\n",
       "        {'LabelName': 'Ant'},\n",
       "        {'LabelName': 'Moths_and_butterflies',\n",
       "         'Subcategory': [{'LabelName': 'Caterpillar'},\n",
       "          {'LabelName': 'Butterfly'}]},\n",
       "        {'LabelName': 'Dragonfly'}]},\n",
       "      {'LabelName': 'Scorpion'},\n",
       "      {'LabelName': 'Worm'},\n",
       "      {'LabelName': 'Spider'},\n",
       "      {'LabelName': 'Oyster'},\n",
       "      {'LabelName': 'Snail'}]},\n",
       "    {'LabelName': 'Mammal',\n",
       "     'Subcategory': [{'LabelName': 'Bat'},\n",
       "      {'LabelName': 'Carnivore',\n",
       "       'Subcategory': [{'LabelName': 'Bear',\n",
       "         'Subcategory': [{'LabelName': 'Brown_bear'},\n",
       "          {'LabelName': 'Panda'},\n",
       "          {'LabelName': 'Polar_bear'},\n",
       "          {'LabelName': 'Teddy_bear'}]},\n",
       "        {'LabelName': 'Cat'},\n",
       "        {'LabelName': 'Fox'},\n",
       "        {'LabelName': 'Jaguar'},\n",
       "        {'LabelName': 'Lynx'},\n",
       "        {'LabelName': 'Red_panda'},\n",
       "        {'LabelName': 'Tiger'},\n",
       "        {'LabelName': 'Lion'},\n",
       "        {'LabelName': 'Dog'},\n",
       "        {'LabelName': 'Leopard'},\n",
       "        {'LabelName': 'Cheetah'},\n",
       "        {'LabelName': 'Otter'},\n",
       "        {'LabelName': 'Raccoon'}]},\n",
       "      {'LabelName': 'Camel'},\n",
       "      {'LabelName': 'Cattle'},\n",
       "      {'LabelName': 'Giraffe'},\n",
       "      {'LabelName': 'Rhinoceros'},\n",
       "      {'LabelName': 'Goat'},\n",
       "      {'LabelName': 'Horse'},\n",
       "      {'LabelName': 'Hamster'},\n",
       "      {'LabelName': 'Kangaroo'},\n",
       "      {'LabelName': 'Koala'},\n",
       "      {'LabelName': 'Mouse'},\n",
       "      {'LabelName': 'Pig'},\n",
       "      {'LabelName': 'Rabbit'},\n",
       "      {'LabelName': 'Squirrel'},\n",
       "      {'LabelName': 'Sheep'},\n",
       "      {'LabelName': 'Zebra'},\n",
       "      {'LabelName': 'Monkey'},\n",
       "      {'LabelName': 'Hippopotamus'},\n",
       "      {'LabelName': 'Deer'},\n",
       "      {'LabelName': 'Elephant'},\n",
       "      {'LabelName': 'Porcupine'},\n",
       "      {'LabelName': 'Hedgehog'},\n",
       "      {'LabelName': 'Bull'},\n",
       "      {'LabelName': 'Antelope'},\n",
       "      {'LabelName': 'Mule'},\n",
       "      {'LabelName': 'Marine_mammal',\n",
       "       'Subcategory': [{'LabelName': 'Dolphin'},\n",
       "        {'LabelName': 'Whale'},\n",
       "        {'LabelName': 'Sea_lion'},\n",
       "        {'LabelName': 'Harbor_seal'}]},\n",
       "      {'LabelName': 'Skunk'},\n",
       "      {'LabelName': 'Alpaca'},\n",
       "      {'LabelName': 'Armadillo'}]},\n",
       "    {'LabelName': 'Reptile',\n",
       "     'Subcategory': [{'LabelName': 'Dinosaur'},\n",
       "      {'LabelName': 'Lizard'},\n",
       "      {'LabelName': 'Snake'},\n",
       "      {'LabelName': 'Turtle',\n",
       "       'Subcategory': [{'LabelName': 'Tortoise'},\n",
       "        {'LabelName': 'Sea_turtle'}]},\n",
       "      {'LabelName': 'Crocodile'},\n",
       "      {'LabelName': 'Frog'}]},\n",
       "    {'LabelName': 'Fish',\n",
       "     'Subcategory': [{'LabelName': 'Goldfish'},\n",
       "      {'LabelName': 'Shark'},\n",
       "      {'LabelName': 'Rays_and_skates'},\n",
       "      {'LabelName': 'Seahorse'}]},\n",
       "    {'LabelName': 'Shellfish',\n",
       "     'Subcategory': [{'LabelName': 'Oyster'},\n",
       "      {'LabelName': 'Lobster'},\n",
       "      {'LabelName': 'Shrimp'},\n",
       "      {'LabelName': 'Crab'}]}]},\n",
       "  {'LabelName': 'Cosmetics',\n",
       "   'Subcategory': [{'LabelName': 'Face_powder'},\n",
       "    {'LabelName': 'Hair_spray'},\n",
       "    {'LabelName': 'Lipstick'},\n",
       "    {'LabelName': 'Perfume'}]},\n",
       "  {'LabelName': 'Personal_care',\n",
       "   'Subcategory': [{'LabelName': 'Toothbrush'},\n",
       "    {'LabelName': 'Sunglasses'},\n",
       "    {'LabelName': 'Goggles'},\n",
       "    {'LabelName': 'Crutch'},\n",
       "    {'LabelName': 'Cream'},\n",
       "    {'LabelName': 'Diaper'},\n",
       "    {'LabelName': 'Glasses'},\n",
       "    {'LabelName': 'Wheelchair'}]},\n",
       "  {'LabelName': 'Medical_equipment',\n",
       "   'Subcategory': [{'LabelName': 'Syringe'},\n",
       "    {'LabelName': 'Stretcher'},\n",
       "    {'LabelName': 'Stethoscope'},\n",
       "    {'LabelName': 'Band-aid'}]},\n",
       "  {'LabelName': 'Musical_instrument',\n",
       "   'Subcategory': [{'LabelName': 'Organ'},\n",
       "    {'LabelName': 'Banjo'},\n",
       "    {'LabelName': 'Cello'},\n",
       "    {'LabelName': 'Drum'},\n",
       "    {'LabelName': 'Horn'},\n",
       "    {'LabelName': 'Guitar'},\n",
       "    {'LabelName': 'Harp'},\n",
       "    {'LabelName': 'Harpsichord'},\n",
       "    {'LabelName': 'Harmonica'},\n",
       "    {'LabelName': 'Musical_keyboard'},\n",
       "    {'LabelName': 'Oboe'},\n",
       "    {'LabelName': 'Piano'},\n",
       "    {'LabelName': 'Saxophone'},\n",
       "    {'LabelName': 'Trombone'},\n",
       "    {'LabelName': 'Trumpet'},\n",
       "    {'LabelName': 'Violin'},\n",
       "    {'LabelName': 'Chime'},\n",
       "    {'LabelName': 'Flute'},\n",
       "    {'LabelName': 'Accordion'},\n",
       "    {'LabelName': 'Maracas'}]},\n",
       "  {'LabelName': 'Sports_equipment',\n",
       "   'Subcategory': [{'LabelName': 'Paddle'},\n",
       "    {'LabelName': 'Ball',\n",
       "     'Subcategory': [{'LabelName': 'Football'},\n",
       "      {'LabelName': 'Cricket_ball'},\n",
       "      {'LabelName': 'Volleyball'},\n",
       "      {'LabelName': 'Tennis_ball'},\n",
       "      {'LabelName': 'Rugby_ball'}]},\n",
       "    {'LabelName': 'Bicycle', 'Part': [{'LabelName': 'Bicycle_wheel'}]},\n",
       "    {'LabelName': 'Surfboard'},\n",
       "    {'LabelName': 'Bow_and_arrow'},\n",
       "    {'LabelName': 'Hiking_equipment'},\n",
       "    {'LabelName': 'Roller_skates'},\n",
       "    {'LabelName': 'Flying_disc'},\n",
       "    {'LabelName': 'Baseball_bat'},\n",
       "    {'LabelName': 'Baseball_glove'},\n",
       "    {'LabelName': 'Punching_bag'},\n",
       "    {'LabelName': 'Golf_ball'},\n",
       "    {'LabelName': 'Lifejacket'},\n",
       "    {'LabelName': 'Scoreboard'},\n",
       "    {'LabelName': 'Snowboard'},\n",
       "    {'LabelName': 'Skateboard'},\n",
       "    {'LabelName': 'Ski'},\n",
       "    {'LabelName': 'Bowling_equipment'},\n",
       "    {'LabelName': 'Dumbbell'},\n",
       "    {'LabelName': 'Stationary_bicycle'},\n",
       "    {'LabelName': 'Treadmill'},\n",
       "    {'LabelName': 'Training_bench'},\n",
       "    {'LabelName': 'Indoor_rower'},\n",
       "    {'LabelName': 'Horizontal_bar'},\n",
       "    {'LabelName': 'Parachute'},\n",
       "    {'LabelName': 'Racket',\n",
       "     'Subcategory': [{'LabelName': 'Tennis_racket'},\n",
       "      {'LabelName': 'Table_tennis_racket'}]},\n",
       "    {'LabelName': 'Balance_beam'},\n",
       "    {'LabelName': 'Helmet',\n",
       "     'Subcategory': [{'LabelName': 'Bicycle_helmet'},\n",
       "      {'LabelName': 'Football_helmet'}]},\n",
       "    {'LabelName': 'Billiard_table'}]},\n",
       "  {'LabelName': 'Tool',\n",
       "   'Subcategory': [{'LabelName': 'Container',\n",
       "     'Subcategory': [{'LabelName': 'Tin_can'},\n",
       "      {'LabelName': 'Barrel'},\n",
       "      {'LabelName': 'Bottle'},\n",
       "      {'LabelName': 'Picnic_basket'},\n",
       "      {'LabelName': 'Jug'},\n",
       "      {'LabelName': 'Waste_container'},\n",
       "      {'LabelName': 'Beaker'},\n",
       "      {'LabelName': 'Flowerpot'}]},\n",
       "    {'LabelName': 'Ladder'},\n",
       "    {'LabelName': 'Toothbrush'},\n",
       "    {'LabelName': 'Screwdriver'},\n",
       "    {'LabelName': 'Drill'},\n",
       "    {'LabelName': 'Chainsaw'},\n",
       "    {'LabelName': 'Wrench'},\n",
       "    {'LabelName': 'Flashlight'},\n",
       "    {'LabelName': 'Scissors'},\n",
       "    {'LabelName': 'Ratchet'},\n",
       "    {'LabelName': 'Kitchen_utensil',\n",
       "     'Subcategory': [{'LabelName': 'Chopsticks'},\n",
       "      {'LabelName': 'Ladle'},\n",
       "      {'LabelName': 'Spatula'},\n",
       "      {'LabelName': 'Can_opener'},\n",
       "      {'LabelName': 'Cutting_board'},\n",
       "      {'LabelName': 'Whisk'},\n",
       "      {'LabelName': 'Drinking_straw'},\n",
       "      {'LabelName': 'Knife'},\n",
       "      {'LabelName': 'Bottle_opener'},\n",
       "      {'LabelName': 'Measuring_cup'},\n",
       "      {'LabelName': 'Pizza_cutter'},\n",
       "      {'LabelName': 'Spoon'},\n",
       "      {'LabelName': 'Fork'}]},\n",
       "    {'LabelName': 'Hammer'},\n",
       "    {'LabelName': 'Scale'},\n",
       "    {'LabelName': 'Snowplow'},\n",
       "    {'LabelName': 'Nail'},\n",
       "    {'LabelName': 'Tripod'},\n",
       "    {'LabelName': 'Torch'},\n",
       "    {'LabelName': 'Chisel'},\n",
       "    {'LabelName': 'Axe'},\n",
       "    {'LabelName': 'Camera'},\n",
       "    {'LabelName': 'Grinder'},\n",
       "    {'LabelName': 'Ruler'},\n",
       "    {'LabelName': 'Binoculars'}]},\n",
       "  {'LabelName': 'Weapon',\n",
       "   'Subcategory': [{'LabelName': 'Bow_and_arrow'},\n",
       "    {'LabelName': 'Cannon'},\n",
       "    {'LabelName': 'Dagger'},\n",
       "    {'LabelName': 'Knife'},\n",
       "    {'LabelName': 'Rifle'},\n",
       "    {'LabelName': 'Shotgun'},\n",
       "    {'LabelName': 'Tank'},\n",
       "    {'LabelName': 'Axe'},\n",
       "    {'LabelName': 'Handgun'},\n",
       "    {'LabelName': 'Sword'},\n",
       "    {'LabelName': 'Missile'},\n",
       "    {'LabelName': 'Bomb'}]},\n",
       "  {'LabelName': 'Cassette_deck'},\n",
       "  {'LabelName': 'Headphones'},\n",
       "  {'LabelName': 'Laptop'},\n",
       "  {'LabelName': 'Computer_keyboard'},\n",
       "  {'LabelName': 'Printer'},\n",
       "  {'LabelName': 'Computer_mouse'},\n",
       "  {'LabelName': 'Computer_monitor'},\n",
       "  {'LabelName': 'Power_plugs_and_sockets'},\n",
       "  {'LabelName': 'Light_switch'},\n",
       "  {'LabelName': 'Television'},\n",
       "  {'LabelName': 'Telephone',\n",
       "   'Subcategory': [{'LabelName': 'Mobile_phone'},\n",
       "    {'LabelName': 'Corded_phone'}]},\n",
       "  {'LabelName': 'Tablet_computer'},\n",
       "  {'LabelName': 'Microphone'},\n",
       "  {'LabelName': 'Ipod'},\n",
       "  {'LabelName': 'Remote_control'},\n",
       "  {'LabelName': 'Drink',\n",
       "   'Subcategory': [{'LabelName': 'Beer'},\n",
       "    {'LabelName': 'Cocktail'},\n",
       "    {'LabelName': 'Coffee'},\n",
       "    {'LabelName': 'Juice'},\n",
       "    {'LabelName': 'Tea'},\n",
       "    {'LabelName': 'Wine'}]},\n",
       "  {'LabelName': 'Bicycle_wheel'},\n",
       "  {'LabelName': 'Door_handle'},\n",
       "  {'LabelName': 'Door', 'Part': [{'LabelName': 'Door_handle'}]},\n",
       "  {'LabelName': 'Window'},\n",
       "  {'LabelName': 'Stairs'},\n",
       "  {'LabelName': 'Porch'},\n",
       "  {'LabelName': 'Human_eye'},\n",
       "  {'LabelName': 'Skull'},\n",
       "  {'LabelName': 'Human_head'},\n",
       "  {'LabelName': 'Human_face'},\n",
       "  {'LabelName': 'Human_mouth'},\n",
       "  {'LabelName': 'Human_ear'},\n",
       "  {'LabelName': 'Human_nose'},\n",
       "  {'LabelName': 'Human_hair'},\n",
       "  {'LabelName': 'Human_hand'},\n",
       "  {'LabelName': 'Human_foot'},\n",
       "  {'LabelName': 'Human_arm'},\n",
       "  {'LabelName': 'Human_leg'},\n",
       "  {'LabelName': 'Human_beard'},\n",
       "  {'LabelName': 'Human_body',\n",
       "   'Part': [{'LabelName': 'Human_eye'},\n",
       "    {'LabelName': 'Skull'},\n",
       "    {'LabelName': 'Human_head'},\n",
       "    {'LabelName': 'Human_face'},\n",
       "    {'LabelName': 'Human_mouth'},\n",
       "    {'LabelName': 'Human_ear'},\n",
       "    {'LabelName': 'Human_nose'},\n",
       "    {'LabelName': 'Human_hair'},\n",
       "    {'LabelName': 'Human_hand'},\n",
       "    {'LabelName': 'Human_foot'},\n",
       "    {'LabelName': 'Human_arm'},\n",
       "    {'LabelName': 'Human_leg'},\n",
       "    {'LabelName': 'Human_beard'}]},\n",
       "  {'LabelName': 'Auto_part',\n",
       "   'Subcategory': [{'LabelName': 'Vehicle_registration_plate'},\n",
       "    {'LabelName': 'Wheel'},\n",
       "    {'LabelName': 'Seat_belt'},\n",
       "    {'LabelName': 'Tire'}]},\n",
       "  {'LabelName': 'Coconut'}]}"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bbox_labels_600_json\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def hierchy_generator(json_input, lookup_key, parent_key):\n",
    "    if isinstance(json_input, dict):\n",
    "        \n",
    "        new_parent_key = json_input[lookup_key]\n",
    "        \n",
    "        # ini new key\n",
    "        print(\"new_parent_key: \", new_parent_key)\n",
    "        classes_hierchy_dict[new_parent_key] = {}\n",
    "        classes_hierchy_dict[new_parent_key]['children'] = []\n",
    "        classes_hierchy_dict[new_parent_key]['parent'] = \"\"\n",
    "\n",
    "        for k, v in json_input.items():\n",
    " \n",
    "            if k == lookup_key:\n",
    "                classes_hierchy_dict[v]['parent'] = parent_key\n",
    "                yield v\n",
    "                \n",
    "            else:\n",
    "                for child_val in hierchy_generator(v, lookup_key, new_parent_key):\n",
    "\n",
    "                    yield child_val\n",
    "    elif isinstance(json_input, list):\n",
    "\n",
    "        for item in json_input:\n",
    "            for item_val in hierchy_generator(item, lookup_key, parent_key):\n",
    "                \n",
    "                classes_hierchy_dict[parent_key]['children'].append(item_val)\n",
    "\n",
    "                yield item_val"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "new_parent_key:  Entity\n",
      "new_parent_key:  Coin\n",
      "new_parent_key:  Flag\n",
      "new_parent_key:  Light_bulb\n",
      "new_parent_key:  Toy\n",
      "new_parent_key:  Doll\n",
      "new_parent_key:  Balloon\n",
      "new_parent_key:  Dice\n",
      "new_parent_key:  Flying_disc\n",
      "new_parent_key:  Kite\n",
      "new_parent_key:  Teddy_bear\n",
      "new_parent_key:  Home_appliance\n",
      "new_parent_key:  Washing_machine\n",
      "new_parent_key:  Toaster\n",
      "new_parent_key:  Oven\n",
      "new_parent_key:  Blender\n",
      "new_parent_key:  Gas_stove\n",
      "new_parent_key:  Mechanical_fan\n",
      "new_parent_key:  Heater\n",
      "new_parent_key:  Kettle\n",
      "new_parent_key:  Hair_dryer\n",
      "new_parent_key:  Refrigerator\n",
      "new_parent_key:  Wood-burning_stove\n",
      "new_parent_key:  Humidifier\n",
      "new_parent_key:  Mixer\n",
      "new_parent_key:  Coffeemaker\n",
      "new_parent_key:  Microwave_oven\n",
      "new_parent_key:  Dishwasher\n",
      "new_parent_key:  Sewing_machine\n",
      "new_parent_key:  Hand_dryer\n",
      "new_parent_key:  Ceiling_fan\n",
      "new_parent_key:  Plumbing_fixture\n",
      "new_parent_key:  Sink\n",
      "new_parent_key:  Bidet\n",
      "new_parent_key:  Shower\n",
      "new_parent_key:  Tap\n",
      "new_parent_key:  Bathtub\n",
      "new_parent_key:  Toilet\n",
      "new_parent_key:  Office_supplies\n",
      "new_parent_key:  Scissors\n",
      "new_parent_key:  Poster\n",
      "new_parent_key:  Calculator\n",
      "new_parent_key:  Box\n",
      "new_parent_key:  Stapler\n",
      "new_parent_key:  Whiteboard\n",
      "new_parent_key:  Pencil_sharpener\n",
      "new_parent_key:  Eraser\n",
      "new_parent_key:  Fax\n",
      "new_parent_key:  Adhesive_tape\n",
      "new_parent_key:  Ring_binder\n",
      "new_parent_key:  Pencil_case\n",
      "new_parent_key:  Plastic_bag\n",
      "new_parent_key:  Paper_cutter\n",
      "new_parent_key:  Toilet_paper\n",
      "new_parent_key:  Envelope\n",
      "new_parent_key:  Pen\n",
      "new_parent_key:  Paper_towel\n",
      "new_parent_key:  Pillow\n",
      "new_parent_key:  Kitchenware\n",
      "new_parent_key:  Kitchen_utensil\n",
      "new_parent_key:  Chopsticks\n",
      "new_parent_key:  Ladle\n",
      "new_parent_key:  Spatula\n",
      "new_parent_key:  Can_opener\n",
      "new_parent_key:  Cutting_board\n",
      "new_parent_key:  Whisk\n",
      "new_parent_key:  Drinking_straw\n",
      "new_parent_key:  Knife\n",
      "new_parent_key:  Bottle_opener\n",
      "new_parent_key:  Measuring_cup\n",
      "new_parent_key:  Pizza_cutter\n",
      "new_parent_key:  Spoon\n",
      "new_parent_key:  Fork\n",
      "new_parent_key:  Tableware\n",
      "new_parent_key:  Chopsticks\n",
      "new_parent_key:  Teapot\n",
      "new_parent_key:  Mug\n",
      "new_parent_key:  Coffee_cup\n",
      "new_parent_key:  Salt_and_pepper_shakers\n",
      "new_parent_key:  Mixing_bowl\n",
      "new_parent_key:  Saucer\n",
      "new_parent_key:  Cocktail_shaker\n",
      "new_parent_key:  Bottle\n",
      "new_parent_key:  Bowl\n",
      "new_parent_key:  Plate\n",
      "new_parent_key:  Pitcher\n",
      "new_parent_key:  Kitchen_knife\n",
      "new_parent_key:  Jug\n",
      "new_parent_key:  Platter\n",
      "new_parent_key:  Wine_glass\n",
      "new_parent_key:  Spoon\n",
      "new_parent_key:  Fork\n",
      "new_parent_key:  Serving_tray\n",
      "new_parent_key:  Cake_stand\n",
      "new_parent_key:  Frying_pan\n",
      "new_parent_key:  Wok\n",
      "new_parent_key:  Spice_rack\n",
      "new_parent_key:  Kitchen_appliance\n",
      "new_parent_key:  Oven\n",
      "new_parent_key:  Blender\n",
      "new_parent_key:  Slow_cooker\n",
      "new_parent_key:  Food_processor\n",
      "new_parent_key:  Refrigerator\n",
      "new_parent_key:  Waffle_iron\n",
      "new_parent_key:  Mixer\n",
      "new_parent_key:  Coffeemaker\n",
      "new_parent_key:  Microwave_oven\n",
      "new_parent_key:  Pressure_cooker\n",
      "new_parent_key:  Dishwasher\n",
      "new_parent_key:  Fireplace\n",
      "new_parent_key:  Countertop\n",
      "new_parent_key:  Book\n",
      "new_parent_key:  Furniture\n",
      "new_parent_key:  Chair\n",
      "new_parent_key:  Cabinetry\n",
      "new_parent_key:  Desk\n",
      "new_parent_key:  Wine_rack\n",
      "new_parent_key:  Couch\n",
      "new_parent_key:  Sofa_bed\n",
      "new_parent_key:  Loveseat\n",
      "new_parent_key:  Wardrobe\n",
      "new_parent_key:  Nightstand\n",
      "new_parent_key:  Bookcase\n",
      "new_parent_key:  Bed\n",
      "new_parent_key:  Infant_bed\n",
      "new_parent_key:  Studio_couch\n",
      "new_parent_key:  Filing_cabinet\n",
      "new_parent_key:  Table\n",
      "new_parent_key:  Coffee_table\n",
      "new_parent_key:  Kitchen_&_dining_room_table\n",
      "new_parent_key:  Chest_of_drawers\n",
      "new_parent_key:  Cupboard\n",
      "new_parent_key:  Bench\n",
      "new_parent_key:  Drawer\n",
      "new_parent_key:  Stool\n",
      "new_parent_key:  Shelf\n",
      "new_parent_key:  Wall_clock\n",
      "new_parent_key:  Bathroom_cabinet\n",
      "new_parent_key:  Closet\n",
      "new_parent_key:  Dog_bed\n",
      "new_parent_key:  Cat_furniture\n",
      "new_parent_key:  Lantern\n",
      "new_parent_key:  Clock\n",
      "new_parent_key:  Alarm_clock\n",
      "new_parent_key:  Digital_clock\n",
      "new_parent_key:  Wall_clock\n",
      "new_parent_key:  Vase\n",
      "new_parent_key:  Window_blind\n",
      "new_parent_key:  Curtain\n",
      "new_parent_key:  Mirror\n",
      "new_parent_key:  Sculpture\n",
      "new_parent_key:  Snowman\n",
      "new_parent_key:  Bust\n",
      "new_parent_key:  Bronze_sculpture\n",
      "new_parent_key:  Picture_frame\n",
      "new_parent_key:  Candle\n",
      "new_parent_key:  Lamp\n",
      "new_parent_key:  Bathroom_accessory\n",
      "new_parent_key:  Towel\n",
      "new_parent_key:  Toilet_paper\n",
      "new_parent_key:  Soap_dispenser\n",
      "new_parent_key:  Facial_tissue_holder\n",
      "new_parent_key:  Beehive\n",
      "new_parent_key:  Tent\n",
      "new_parent_key:  Parking_meter\n",
      "new_parent_key:  Traffic_light\n",
      "new_parent_key:  Billboard\n",
      "new_parent_key:  Traffic_sign\n",
      "new_parent_key:  Stop_sign\n",
      "new_parent_key:  Fire_hydrant\n",
      "new_parent_key:  Fountain\n",
      "new_parent_key:  Street_light\n",
      "new_parent_key:  Jacuzzi\n",
      "new_parent_key:  Building\n",
      "new_parent_key:  Medical_equipment\n",
      "new_parent_key:  Syringe\n",
      "new_parent_key:  Stretcher\n",
      "new_parent_key:  Stethoscope\n",
      "new_parent_key:  Band-aid\n",
      "new_parent_key:  Musical_instrument\n",
      "new_parent_key:  Organ\n",
      "new_parent_key:  Banjo\n",
      "new_parent_key:  Cello\n",
      "new_parent_key:  Drum\n",
      "new_parent_key:  Horn\n",
      "new_parent_key:  Guitar\n",
      "new_parent_key:  Harp\n",
      "new_parent_key:  Harpsichord\n",
      "new_parent_key:  Harmonica\n",
      "new_parent_key:  Musical_keyboard\n",
      "new_parent_key:  Oboe\n",
      "new_parent_key:  Piano\n",
      "new_parent_key:  Saxophone\n",
      "new_parent_key:  Trombone\n",
      "new_parent_key:  Trumpet\n",
      "new_parent_key:  Violin\n",
      "new_parent_key:  Chime\n",
      "new_parent_key:  Flute\n",
      "new_parent_key:  Accordion\n",
      "new_parent_key:  Maracas\n",
      "new_parent_key:  Sports_equipment\n",
      "new_parent_key:  Paddle\n",
      "new_parent_key:  Ball\n",
      "new_parent_key:  Football\n",
      "new_parent_key:  Cricket_ball\n",
      "new_parent_key:  Volleyball\n",
      "new_parent_key:  Tennis_ball\n",
      "new_parent_key:  Rugby_ball\n",
      "new_parent_key:  Bicycle\n",
      "new_parent_key:  Bicycle_wheel\n",
      "new_parent_key:  Surfboard\n",
      "new_parent_key:  Bow_and_arrow\n",
      "new_parent_key:  Hiking_equipment\n",
      "new_parent_key:  Roller_skates\n",
      "new_parent_key:  Flying_disc\n",
      "new_parent_key:  Baseball_bat\n",
      "new_parent_key:  Baseball_glove\n",
      "new_parent_key:  Punching_bag\n",
      "new_parent_key:  Golf_ball\n",
      "new_parent_key:  Lifejacket\n",
      "new_parent_key:  Scoreboard\n",
      "new_parent_key:  Snowboard\n",
      "new_parent_key:  Skateboard\n",
      "new_parent_key:  Ski\n",
      "new_parent_key:  Bowling_equipment\n",
      "new_parent_key:  Dumbbell\n",
      "new_parent_key:  Stationary_bicycle\n",
      "new_parent_key:  Treadmill\n",
      "new_parent_key:  Training_bench\n",
      "new_parent_key:  Indoor_rower\n",
      "new_parent_key:  Horizontal_bar\n",
      "new_parent_key:  Parachute\n",
      "new_parent_key:  Racket\n",
      "new_parent_key:  Tennis_racket\n",
      "new_parent_key:  Table_tennis_racket\n",
      "new_parent_key:  Balance_beam\n",
      "new_parent_key:  Helmet\n",
      "new_parent_key:  Bicycle_helmet\n",
      "new_parent_key:  Football_helmet\n",
      "new_parent_key:  Billiard_table\n",
      "new_parent_key:  Tool\n",
      "new_parent_key:  Container\n",
      "new_parent_key:  Tin_can\n",
      "new_parent_key:  Barrel\n",
      "new_parent_key:  Bottle\n",
      "new_parent_key:  Picnic_basket\n",
      "new_parent_key:  Jug\n",
      "new_parent_key:  Waste_container\n",
      "new_parent_key:  Beaker\n",
      "new_parent_key:  Flowerpot\n",
      "new_parent_key:  Ladder\n",
      "new_parent_key:  Toothbrush\n",
      "new_parent_key:  Screwdriver\n",
      "new_parent_key:  Drill\n",
      "new_parent_key:  Chainsaw\n",
      "new_parent_key:  Wrench\n",
      "new_parent_key:  Flashlight\n",
      "new_parent_key:  Scissors\n",
      "new_parent_key:  Ratchet\n",
      "new_parent_key:  Kitchen_utensil\n",
      "new_parent_key:  Chopsticks\n",
      "new_parent_key:  Ladle\n",
      "new_parent_key:  Spatula\n",
      "new_parent_key:  Can_opener\n",
      "new_parent_key:  Cutting_board\n",
      "new_parent_key:  Whisk\n",
      "new_parent_key:  Drinking_straw\n",
      "new_parent_key:  Knife\n",
      "new_parent_key:  Bottle_opener\n",
      "new_parent_key:  Measuring_cup\n",
      "new_parent_key:  Pizza_cutter\n",
      "new_parent_key:  Spoon\n",
      "new_parent_key:  Fork\n",
      "new_parent_key:  Hammer\n",
      "new_parent_key:  Scale\n",
      "new_parent_key:  Snowplow\n",
      "new_parent_key:  Nail\n",
      "new_parent_key:  Tripod\n",
      "new_parent_key:  Torch\n",
      "new_parent_key:  Chisel\n",
      "new_parent_key:  Axe\n",
      "new_parent_key:  Camera\n",
      "new_parent_key:  Grinder\n",
      "new_parent_key:  Ruler\n",
      "new_parent_key:  Binoculars\n",
      "new_parent_key:  Weapon\n",
      "new_parent_key:  Bow_and_arrow\n",
      "new_parent_key:  Cannon\n",
      "new_parent_key:  Dagger\n",
      "new_parent_key:  Knife\n",
      "new_parent_key:  Rifle\n",
      "new_parent_key:  Shotgun\n",
      "new_parent_key:  Tank\n",
      "new_parent_key:  Axe\n",
      "new_parent_key:  Handgun\n",
      "new_parent_key:  Sword\n",
      "new_parent_key:  Missile\n",
      "new_parent_key:  Bomb\n",
      "new_parent_key:  Cassette_deck\n",
      "new_parent_key:  Headphones\n",
      "new_parent_key:  Laptop\n",
      "new_parent_key:  Computer_keyboard\n",
      "new_parent_key:  Printer\n",
      "new_parent_key:  Computer_mouse\n",
      "new_parent_key:  Computer_monitor\n",
      "new_parent_key:  Power_plugs_and_sockets\n",
      "new_parent_key:  Light_switch\n",
      "new_parent_key:  Musical_keyboard\n",
      "new_parent_key:  Television\n",
      "new_parent_key:  Telephone\n",
      "new_parent_key:  Mobile_phone\n",
      "new_parent_key:  Corded_phone\n",
      "new_parent_key:  Tablet_computer\n",
      "new_parent_key:  Microphone\n",
      "new_parent_key:  Ipod\n",
      "new_parent_key:  Remote_control\n",
      "new_parent_key:  Tree_house\n",
      "new_parent_key:  Lighthouse\n",
      "new_parent_key:  Skyscraper\n",
      "new_parent_key:  Castle\n",
      "new_parent_key:  Tower\n",
      "new_parent_key:  House\n",
      "new_parent_key:  Office_building\n",
      "new_parent_key:  Convenience_store\n",
      "new_parent_key:  Swimming_pool\n",
      "new_parent_key:  Person\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "new_parent_key:  Human_body\n",
      "new_parent_key:  Human_eye\n",
      "new_parent_key:  Skull\n",
      "new_parent_key:  Human_head\n",
      "new_parent_key:  Human_face\n",
      "new_parent_key:  Human_mouth\n",
      "new_parent_key:  Human_ear\n",
      "new_parent_key:  Human_nose\n",
      "new_parent_key:  Human_hair\n",
      "new_parent_key:  Human_hand\n",
      "new_parent_key:  Human_foot\n",
      "new_parent_key:  Human_arm\n",
      "new_parent_key:  Human_leg\n",
      "new_parent_key:  Human_beard\n",
      "new_parent_key:  Man\n",
      "new_parent_key:  Woman\n",
      "new_parent_key:  Boy\n",
      "new_parent_key:  Girl\n",
      "new_parent_key:  Food\n",
      "new_parent_key:  Fast_food\n",
      "new_parent_key:  Hot_dog\n",
      "new_parent_key:  French_fries\n",
      "new_parent_key:  Waffle\n",
      "new_parent_key:  Pancake\n",
      "new_parent_key:  Burrito\n",
      "new_parent_key:  Snack\n",
      "new_parent_key:  Pretzel\n",
      "new_parent_key:  Popcorn\n",
      "new_parent_key:  Cookie\n",
      "new_parent_key:  Dessert\n",
      "new_parent_key:  Muffin\n",
      "new_parent_key:  Cookie\n",
      "new_parent_key:  Ice_cream\n",
      "new_parent_key:  Cake\n",
      "new_parent_key:  Candy\n",
      "new_parent_key:  Guacamole\n",
      "new_parent_key:  Fruit\n",
      "new_parent_key:  Apple\n",
      "new_parent_key:  Grape\n",
      "new_parent_key:  Common_fig\n",
      "new_parent_key:  Pear\n",
      "new_parent_key:  Strawberry\n",
      "new_parent_key:  Tomato\n",
      "new_parent_key:  Lemon\n",
      "new_parent_key:  Banana\n",
      "new_parent_key:  Orange\n",
      "new_parent_key:  Peach\n",
      "new_parent_key:  Mango\n",
      "new_parent_key:  Pineapple\n",
      "new_parent_key:  Grapefruit\n",
      "new_parent_key:  Pomegranate\n",
      "new_parent_key:  Watermelon\n",
      "new_parent_key:  Cantaloupe\n",
      "new_parent_key:  Egg\n",
      "new_parent_key:  Baked_goods\n",
      "new_parent_key:  Pretzel\n",
      "new_parent_key:  Bagel\n",
      "new_parent_key:  Muffin\n",
      "new_parent_key:  Cookie\n",
      "new_parent_key:  Bread\n",
      "new_parent_key:  Pastry\n",
      "new_parent_key:  Doughnut\n",
      "new_parent_key:  Croissant\n",
      "new_parent_key:  Tart\n",
      "new_parent_key:  Mushroom\n",
      "new_parent_key:  Pasta\n",
      "new_parent_key:  Pizza\n",
      "new_parent_key:  Seafood\n",
      "new_parent_key:  Squid\n",
      "new_parent_key:  Shellfish\n",
      "new_parent_key:  Oyster\n",
      "new_parent_key:  Lobster\n",
      "new_parent_key:  Shrimp\n",
      "new_parent_key:  Crab\n",
      "new_parent_key:  Taco\n",
      "new_parent_key:  Cooking_spray\n",
      "new_parent_key:  Vegetable\n",
      "new_parent_key:  Cucumber\n",
      "new_parent_key:  Radish\n",
      "new_parent_key:  Artichoke\n",
      "new_parent_key:  Potato\n",
      "new_parent_key:  Tomato\n",
      "new_parent_key:  Asparagus\n",
      "new_parent_key:  Squash\n",
      "new_parent_key:  Pumpkin\n",
      "new_parent_key:  Zucchini\n",
      "new_parent_key:  Cabbage\n",
      "new_parent_key:  Carrot\n",
      "new_parent_key:  Salad\n",
      "new_parent_key:  Broccoli\n",
      "new_parent_key:  Bell_pepper\n",
      "new_parent_key:  Winter_melon\n",
      "new_parent_key:  Honeycomb\n",
      "new_parent_key:  Sandwich\n",
      "new_parent_key:  Hamburger\n",
      "new_parent_key:  Submarine_sandwich\n",
      "new_parent_key:  Dairy\n",
      "new_parent_key:  Cheese\n",
      "new_parent_key:  Milk\n",
      "new_parent_key:  Sushi\n",
      "new_parent_key:  Plant\n",
      "new_parent_key:  Houseplant\n",
      "new_parent_key:  Tree\n",
      "new_parent_key:  Christmas_tree\n",
      "new_parent_key:  Palm_tree\n",
      "new_parent_key:  Maple\n",
      "new_parent_key:  Willow\n",
      "new_parent_key:  Flower\n",
      "new_parent_key:  Lavender\n",
      "new_parent_key:  Rose\n",
      "new_parent_key:  Sunflower\n",
      "new_parent_key:  Lily\n",
      "new_parent_key:  Vehicle\n",
      "new_parent_key:  Land_vehicle\n",
      "new_parent_key:  Auto_part\n",
      "new_parent_key:  Vehicle_registration_plate\n",
      "new_parent_key:  Wheel\n",
      "new_parent_key:  Seat_belt\n",
      "new_parent_key:  Tire\n",
      "new_parent_key:  Ambulance\n",
      "new_parent_key:  Cart\n",
      "new_parent_key:  Bicycle\n",
      "new_parent_key:  Bicycle_wheel\n",
      "new_parent_key:  Bus\n",
      "new_parent_key:  Snowmobile\n",
      "new_parent_key:  Golf_cart\n",
      "new_parent_key:  Motorcycle\n",
      "new_parent_key:  Segway\n",
      "new_parent_key:  Tank\n",
      "new_parent_key:  Train\n",
      "new_parent_key:  Truck\n",
      "new_parent_key:  Unicycle\n",
      "new_parent_key:  Car\n",
      "new_parent_key:  Limousine\n",
      "new_parent_key:  Van\n",
      "new_parent_key:  Taxi\n",
      "new_parent_key:  Wheelchair\n",
      "new_parent_key:  Watercraft\n",
      "new_parent_key:  Boat\n",
      "new_parent_key:  Barge\n",
      "new_parent_key:  Gondola\n",
      "new_parent_key:  Canoe\n",
      "new_parent_key:  Jet_ski\n",
      "new_parent_key:  Submarine\n",
      "new_parent_key:  Aircraft\n",
      "new_parent_key:  Helicopter\n",
      "new_parent_key:  Airplane\n",
      "new_parent_key:  Rocket\n",
      "new_parent_key:  Clothing\n",
      "new_parent_key:  Shorts\n",
      "new_parent_key:  Dress\n",
      "new_parent_key:  Swimwear\n",
      "new_parent_key:  Brassiere\n",
      "new_parent_key:  Tiara\n",
      "new_parent_key:  Shirt\n",
      "new_parent_key:  Coat\n",
      "new_parent_key:  Suit\n",
      "new_parent_key:  Hat\n",
      "new_parent_key:  Cowboy_hat\n",
      "new_parent_key:  Fedora\n",
      "new_parent_key:  Sombrero\n",
      "new_parent_key:  Sun_hat\n",
      "new_parent_key:  Scarf\n",
      "new_parent_key:  Skirt\n",
      "new_parent_key:  Miniskirt\n",
      "new_parent_key:  Jacket\n",
      "new_parent_key:  Fashion_accessory\n",
      "new_parent_key:  Glove\n",
      "new_parent_key:  Baseball_glove\n",
      "new_parent_key:  Belt\n",
      "new_parent_key:  Sunglasses\n",
      "new_parent_key:  Tiara\n",
      "new_parent_key:  Necklace\n",
      "new_parent_key:  Sock\n",
      "new_parent_key:  Earrings\n",
      "new_parent_key:  Tie\n",
      "new_parent_key:  Goggles\n",
      "new_parent_key:  Hat\n",
      "new_parent_key:  Cowboy_hat\n",
      "new_parent_key:  Fedora\n",
      "new_parent_key:  Sombrero\n",
      "new_parent_key:  Sun_hat\n",
      "new_parent_key:  Scarf\n",
      "new_parent_key:  Handbag\n",
      "new_parent_key:  Watch\n",
      "new_parent_key:  Umbrella\n",
      "new_parent_key:  Glasses\n",
      "new_parent_key:  Crown\n",
      "new_parent_key:  Swim_cap\n",
      "new_parent_key:  Trousers\n",
      "new_parent_key:  Jeans\n",
      "new_parent_key:  Footwear\n",
      "new_parent_key:  Roller_skates\n",
      "new_parent_key:  Boot\n",
      "new_parent_key:  High_heels\n",
      "new_parent_key:  Sandal\n",
      "new_parent_key:  Sports_uniform\n",
      "new_parent_key:  Luggage_and_bags\n",
      "new_parent_key:  Backpack\n",
      "new_parent_key:  Suitcase\n",
      "new_parent_key:  Briefcase\n",
      "new_parent_key:  Handbag\n",
      "new_parent_key:  Helmet\n",
      "new_parent_key:  Bicycle_helmet\n",
      "new_parent_key:  Football_helmet\n",
      "new_parent_key:  Animal\n",
      "new_parent_key:  Bird\n",
      "new_parent_key:  Magpie\n",
      "new_parent_key:  Woodpecker\n",
      "new_parent_key:  Blue_jay\n",
      "new_parent_key:  Ostrich\n",
      "new_parent_key:  Penguin\n",
      "new_parent_key:  Raven\n",
      "new_parent_key:  Chicken\n",
      "new_parent_key:  Eagle\n",
      "new_parent_key:  Owl\n",
      "new_parent_key:  Duck\n",
      "new_parent_key:  Canary\n",
      "new_parent_key:  Goose\n",
      "new_parent_key:  Swan\n",
      "new_parent_key:  Falcon\n",
      "new_parent_key:  Parrot\n",
      "new_parent_key:  Sparrow\n",
      "new_parent_key:  Turkey\n",
      "new_parent_key:  Invertebrate\n",
      "new_parent_key:  Tick\n",
      "new_parent_key:  Centipede\n",
      "new_parent_key:  Marine_invertebrates\n",
      "new_parent_key:  Starfish\n",
      "new_parent_key:  Isopod\n",
      "new_parent_key:  Squid\n",
      "new_parent_key:  Lobster\n",
      "new_parent_key:  Jellyfish\n",
      "new_parent_key:  Shrimp\n",
      "new_parent_key:  Crab\n",
      "new_parent_key:  Insect\n",
      "new_parent_key:  Bee\n",
      "new_parent_key:  Beetle\n",
      "new_parent_key:  Ladybug\n",
      "new_parent_key:  Ant\n",
      "new_parent_key:  Moths_and_butterflies\n",
      "new_parent_key:  Caterpillar\n",
      "new_parent_key:  Butterfly\n",
      "new_parent_key:  Dragonfly\n",
      "new_parent_key:  Scorpion\n",
      "new_parent_key:  Worm\n",
      "new_parent_key:  Spider\n",
      "new_parent_key:  Oyster\n",
      "new_parent_key:  Snail\n",
      "new_parent_key:  Mammal\n",
      "new_parent_key:  Bat\n",
      "new_parent_key:  Carnivore\n",
      "new_parent_key:  Bear\n",
      "new_parent_key:  Brown_bear\n",
      "new_parent_key:  Panda\n",
      "new_parent_key:  Polar_bear\n",
      "new_parent_key:  Teddy_bear\n",
      "new_parent_key:  Cat\n",
      "new_parent_key:  Fox\n",
      "new_parent_key:  Jaguar\n",
      "new_parent_key:  Lynx\n",
      "new_parent_key:  Red_panda\n",
      "new_parent_key:  Tiger\n",
      "new_parent_key:  Lion\n",
      "new_parent_key:  Dog\n",
      "new_parent_key:  Leopard\n",
      "new_parent_key:  Cheetah\n",
      "new_parent_key:  Otter\n",
      "new_parent_key:  Raccoon\n",
      "new_parent_key:  Camel\n",
      "new_parent_key:  Cattle\n",
      "new_parent_key:  Giraffe\n",
      "new_parent_key:  Rhinoceros\n",
      "new_parent_key:  Goat\n",
      "new_parent_key:  Horse\n",
      "new_parent_key:  Hamster\n",
      "new_parent_key:  Kangaroo\n",
      "new_parent_key:  Koala\n",
      "new_parent_key:  Mouse\n",
      "new_parent_key:  Pig\n",
      "new_parent_key:  Rabbit\n",
      "new_parent_key:  Squirrel\n",
      "new_parent_key:  Sheep\n",
      "new_parent_key:  Zebra\n",
      "new_parent_key:  Monkey\n",
      "new_parent_key:  Hippopotamus\n",
      "new_parent_key:  Deer\n",
      "new_parent_key:  Elephant\n",
      "new_parent_key:  Porcupine\n",
      "new_parent_key:  Hedgehog\n",
      "new_parent_key:  Bull\n",
      "new_parent_key:  Antelope\n",
      "new_parent_key:  Mule\n",
      "new_parent_key:  Marine_mammal\n",
      "new_parent_key:  Dolphin\n",
      "new_parent_key:  Whale\n",
      "new_parent_key:  Sea_lion\n",
      "new_parent_key:  Harbor_seal\n",
      "new_parent_key:  Skunk\n",
      "new_parent_key:  Alpaca\n",
      "new_parent_key:  Armadillo\n",
      "new_parent_key:  Reptile\n",
      "new_parent_key:  Dinosaur\n",
      "new_parent_key:  Lizard\n",
      "new_parent_key:  Snake\n",
      "new_parent_key:  Turtle\n",
      "new_parent_key:  Tortoise\n",
      "new_parent_key:  Sea_turtle\n",
      "new_parent_key:  Crocodile\n",
      "new_parent_key:  Frog\n",
      "new_parent_key:  Fish\n",
      "new_parent_key:  Goldfish\n",
      "new_parent_key:  Shark\n",
      "new_parent_key:  Rays_and_skates\n",
      "new_parent_key:  Seahorse\n",
      "new_parent_key:  Shellfish\n",
      "new_parent_key:  Oyster\n",
      "new_parent_key:  Lobster\n",
      "new_parent_key:  Shrimp\n",
      "new_parent_key:  Crab\n",
      "new_parent_key:  Cosmetics\n",
      "new_parent_key:  Face_powder\n",
      "new_parent_key:  Hair_spray\n",
      "new_parent_key:  Lipstick\n",
      "new_parent_key:  Perfume\n",
      "new_parent_key:  Personal_care\n",
      "new_parent_key:  Toothbrush\n",
      "new_parent_key:  Sunglasses\n",
      "new_parent_key:  Goggles\n",
      "new_parent_key:  Crutch\n",
      "new_parent_key:  Cream\n",
      "new_parent_key:  Diaper\n",
      "new_parent_key:  Glasses\n",
      "new_parent_key:  Wheelchair\n",
      "new_parent_key:  Medical_equipment\n",
      "new_parent_key:  Syringe\n",
      "new_parent_key:  Stretcher\n",
      "new_parent_key:  Stethoscope\n",
      "new_parent_key:  Band-aid\n",
      "new_parent_key:  Musical_instrument\n",
      "new_parent_key:  Organ\n",
      "new_parent_key:  Banjo\n",
      "new_parent_key:  Cello\n",
      "new_parent_key:  Drum\n",
      "new_parent_key:  Horn\n",
      "new_parent_key:  Guitar\n",
      "new_parent_key:  Harp\n",
      "new_parent_key:  Harpsichord\n",
      "new_parent_key:  Harmonica\n",
      "new_parent_key:  Musical_keyboard\n",
      "new_parent_key:  Oboe\n",
      "new_parent_key:  Piano\n",
      "new_parent_key:  Saxophone\n",
      "new_parent_key:  Trombone\n",
      "new_parent_key:  Trumpet\n",
      "new_parent_key:  Violin\n",
      "new_parent_key:  Chime\n",
      "new_parent_key:  Flute\n",
      "new_parent_key:  Accordion\n",
      "new_parent_key:  Maracas\n",
      "new_parent_key:  Sports_equipment\n",
      "new_parent_key:  Paddle\n",
      "new_parent_key:  Ball\n",
      "new_parent_key:  Football\n",
      "new_parent_key:  Cricket_ball\n",
      "new_parent_key:  Volleyball\n",
      "new_parent_key:  Tennis_ball\n",
      "new_parent_key:  Rugby_ball\n",
      "new_parent_key:  Bicycle\n",
      "new_parent_key:  Bicycle_wheel\n",
      "new_parent_key:  Surfboard\n",
      "new_parent_key:  Bow_and_arrow\n",
      "new_parent_key:  Hiking_equipment\n",
      "new_parent_key:  Roller_skates\n",
      "new_parent_key:  Flying_disc\n",
      "new_parent_key:  Baseball_bat\n",
      "new_parent_key:  Baseball_glove\n",
      "new_parent_key:  Punching_bag\n",
      "new_parent_key:  Golf_ball\n",
      "new_parent_key:  Lifejacket\n",
      "new_parent_key:  Scoreboard\n",
      "new_parent_key:  Snowboard\n",
      "new_parent_key:  Skateboard\n",
      "new_parent_key:  Ski\n",
      "new_parent_key:  Bowling_equipment\n",
      "new_parent_key:  Dumbbell\n",
      "new_parent_key:  Stationary_bicycle\n",
      "new_parent_key:  Treadmill\n",
      "new_parent_key:  Training_bench\n",
      "new_parent_key:  Indoor_rower\n",
      "new_parent_key:  Horizontal_bar\n",
      "new_parent_key:  Parachute\n",
      "new_parent_key:  Racket\n",
      "new_parent_key:  Tennis_racket\n",
      "new_parent_key:  Table_tennis_racket\n",
      "new_parent_key:  Balance_beam\n",
      "new_parent_key:  Helmet\n",
      "new_parent_key:  Bicycle_helmet\n",
      "new_parent_key:  Football_helmet\n",
      "new_parent_key:  Billiard_table\n",
      "new_parent_key:  Tool\n",
      "new_parent_key:  Container\n",
      "new_parent_key:  Tin_can\n",
      "new_parent_key:  Barrel\n",
      "new_parent_key:  Bottle\n",
      "new_parent_key:  Picnic_basket\n",
      "new_parent_key:  Jug\n",
      "new_parent_key:  Waste_container\n",
      "new_parent_key:  Beaker\n",
      "new_parent_key:  Flowerpot\n",
      "new_parent_key:  Ladder\n",
      "new_parent_key:  Toothbrush\n",
      "new_parent_key:  Screwdriver\n",
      "new_parent_key:  Drill\n",
      "new_parent_key:  Chainsaw\n",
      "new_parent_key:  Wrench\n",
      "new_parent_key:  Flashlight\n",
      "new_parent_key:  Scissors\n",
      "new_parent_key:  Ratchet\n",
      "new_parent_key:  Kitchen_utensil\n",
      "new_parent_key:  Chopsticks\n",
      "new_parent_key:  Ladle\n",
      "new_parent_key:  Spatula\n",
      "new_parent_key:  Can_opener\n",
      "new_parent_key:  Cutting_board\n",
      "new_parent_key:  Whisk\n",
      "new_parent_key:  Drinking_straw\n",
      "new_parent_key:  Knife\n",
      "new_parent_key:  Bottle_opener\n",
      "new_parent_key:  Measuring_cup\n",
      "new_parent_key:  Pizza_cutter\n",
      "new_parent_key:  Spoon\n",
      "new_parent_key:  Fork\n",
      "new_parent_key:  Hammer\n",
      "new_parent_key:  Scale\n",
      "new_parent_key:  Snowplow\n",
      "new_parent_key:  Nail\n",
      "new_parent_key:  Tripod\n",
      "new_parent_key:  Torch\n",
      "new_parent_key:  Chisel\n",
      "new_parent_key:  Axe\n",
      "new_parent_key:  Camera\n",
      "new_parent_key:  Grinder\n",
      "new_parent_key:  Ruler\n",
      "new_parent_key:  Binoculars\n",
      "new_parent_key:  Weapon\n",
      "new_parent_key:  Bow_and_arrow\n",
      "new_parent_key:  Cannon\n",
      "new_parent_key:  Dagger\n",
      "new_parent_key:  Knife\n",
      "new_parent_key:  Rifle\n",
      "new_parent_key:  Shotgun\n",
      "new_parent_key:  Tank\n",
      "new_parent_key:  Axe\n",
      "new_parent_key:  Handgun\n",
      "new_parent_key:  Sword\n",
      "new_parent_key:  Missile\n",
      "new_parent_key:  Bomb\n",
      "new_parent_key:  Cassette_deck\n",
      "new_parent_key:  Headphones\n",
      "new_parent_key:  Laptop\n",
      "new_parent_key:  Computer_keyboard\n",
      "new_parent_key:  Printer\n",
      "new_parent_key:  Computer_mouse\n",
      "new_parent_key:  Computer_monitor\n",
      "new_parent_key:  Power_plugs_and_sockets\n",
      "new_parent_key:  Light_switch\n",
      "new_parent_key:  Television\n",
      "new_parent_key:  Telephone\n",
      "new_parent_key:  Mobile_phone\n",
      "new_parent_key:  Corded_phone\n",
      "new_parent_key:  Tablet_computer\n",
      "new_parent_key:  Microphone\n",
      "new_parent_key:  Ipod\n",
      "new_parent_key:  Remote_control\n",
      "new_parent_key:  Drink\n",
      "new_parent_key:  Beer\n",
      "new_parent_key:  Cocktail\n",
      "new_parent_key:  Coffee\n",
      "new_parent_key:  Juice\n",
      "new_parent_key:  Tea\n",
      "new_parent_key:  Wine\n",
      "new_parent_key:  Bicycle_wheel\n",
      "new_parent_key:  Door_handle\n",
      "new_parent_key:  Door\n",
      "new_parent_key:  Door_handle\n",
      "new_parent_key:  Window\n",
      "new_parent_key:  Stairs\n",
      "new_parent_key:  Porch\n",
      "new_parent_key:  Human_eye\n",
      "new_parent_key:  Skull\n",
      "new_parent_key:  Human_head\n",
      "new_parent_key:  Human_face\n",
      "new_parent_key:  Human_mouth\n",
      "new_parent_key:  Human_ear\n",
      "new_parent_key:  Human_nose\n",
      "new_parent_key:  Human_hair\n",
      "new_parent_key:  Human_hand\n",
      "new_parent_key:  Human_foot\n",
      "new_parent_key:  Human_arm\n",
      "new_parent_key:  Human_leg\n",
      "new_parent_key:  Human_beard\n",
      "new_parent_key:  Human_body\n",
      "new_parent_key:  Human_eye\n",
      "new_parent_key:  Skull\n",
      "new_parent_key:  Human_head\n",
      "new_parent_key:  Human_face\n",
      "new_parent_key:  Human_mouth\n",
      "new_parent_key:  Human_ear\n",
      "new_parent_key:  Human_nose\n",
      "new_parent_key:  Human_hair\n",
      "new_parent_key:  Human_hand\n",
      "new_parent_key:  Human_foot\n",
      "new_parent_key:  Human_arm\n",
      "new_parent_key:  Human_leg\n",
      "new_parent_key:  Human_beard\n",
      "new_parent_key:  Auto_part\n",
      "new_parent_key:  Vehicle_registration_plate\n",
      "new_parent_key:  Wheel\n",
      "new_parent_key:  Seat_belt\n",
      "new_parent_key:  Tire\n",
      "new_parent_key:  Coconut\n"
     ]
    }
   ],
   "source": [
    "classes_hierchy_dict = {}\n",
    "for label in hierchy_generator(bbox_labels_600_json, \"LabelName\", None):  \n",
    "    pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Accordion': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Adhesive_tape': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Aircraft': {'children': ['Helicopter', 'Airplane', 'Rocket'],\n",
       "  'parent': 'Vehicle'},\n",
       " 'Airplane': {'children': [], 'parent': 'Aircraft'},\n",
       " 'Alarm_clock': {'children': [], 'parent': 'Clock'},\n",
       " 'Alpaca': {'children': [], 'parent': 'Mammal'},\n",
       " 'Ambulance': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Animal': {'children': ['Bird',\n",
       "   'Magpie',\n",
       "   'Woodpecker',\n",
       "   'Blue_jay',\n",
       "   'Ostrich',\n",
       "   'Penguin',\n",
       "   'Raven',\n",
       "   'Chicken',\n",
       "   'Eagle',\n",
       "   'Owl',\n",
       "   'Duck',\n",
       "   'Canary',\n",
       "   'Goose',\n",
       "   'Swan',\n",
       "   'Falcon',\n",
       "   'Parrot',\n",
       "   'Sparrow',\n",
       "   'Turkey',\n",
       "   'Invertebrate',\n",
       "   'Tick',\n",
       "   'Centipede',\n",
       "   'Marine_invertebrates',\n",
       "   'Starfish',\n",
       "   'Isopod',\n",
       "   'Squid',\n",
       "   'Lobster',\n",
       "   'Jellyfish',\n",
       "   'Shrimp',\n",
       "   'Crab',\n",
       "   'Insect',\n",
       "   'Bee',\n",
       "   'Beetle',\n",
       "   'Ladybug',\n",
       "   'Ant',\n",
       "   'Moths_and_butterflies',\n",
       "   'Caterpillar',\n",
       "   'Butterfly',\n",
       "   'Dragonfly',\n",
       "   'Scorpion',\n",
       "   'Worm',\n",
       "   'Spider',\n",
       "   'Oyster',\n",
       "   'Snail',\n",
       "   'Mammal',\n",
       "   'Bat',\n",
       "   'Carnivore',\n",
       "   'Bear',\n",
       "   'Brown_bear',\n",
       "   'Panda',\n",
       "   'Polar_bear',\n",
       "   'Teddy_bear',\n",
       "   'Cat',\n",
       "   'Fox',\n",
       "   'Jaguar',\n",
       "   'Lynx',\n",
       "   'Red_panda',\n",
       "   'Tiger',\n",
       "   'Lion',\n",
       "   'Dog',\n",
       "   'Leopard',\n",
       "   'Cheetah',\n",
       "   'Otter',\n",
       "   'Raccoon',\n",
       "   'Camel',\n",
       "   'Cattle',\n",
       "   'Giraffe',\n",
       "   'Rhinoceros',\n",
       "   'Goat',\n",
       "   'Horse',\n",
       "   'Hamster',\n",
       "   'Kangaroo',\n",
       "   'Koala',\n",
       "   'Mouse',\n",
       "   'Pig',\n",
       "   'Rabbit',\n",
       "   'Squirrel',\n",
       "   'Sheep',\n",
       "   'Zebra',\n",
       "   'Monkey',\n",
       "   'Hippopotamus',\n",
       "   'Deer',\n",
       "   'Elephant',\n",
       "   'Porcupine',\n",
       "   'Hedgehog',\n",
       "   'Bull',\n",
       "   'Antelope',\n",
       "   'Mule',\n",
       "   'Marine_mammal',\n",
       "   'Dolphin',\n",
       "   'Whale',\n",
       "   'Sea_lion',\n",
       "   'Harbor_seal',\n",
       "   'Skunk',\n",
       "   'Alpaca',\n",
       "   'Armadillo',\n",
       "   'Reptile',\n",
       "   'Dinosaur',\n",
       "   'Lizard',\n",
       "   'Snake',\n",
       "   'Turtle',\n",
       "   'Tortoise',\n",
       "   'Sea_turtle',\n",
       "   'Crocodile',\n",
       "   'Frog',\n",
       "   'Fish',\n",
       "   'Goldfish',\n",
       "   'Shark',\n",
       "   'Rays_and_skates',\n",
       "   'Seahorse',\n",
       "   'Shellfish',\n",
       "   'Oyster',\n",
       "   'Lobster',\n",
       "   'Shrimp',\n",
       "   'Crab'],\n",
       "  'parent': 'Entity'},\n",
       " 'Ant': {'children': [], 'parent': 'Insect'},\n",
       " 'Antelope': {'children': [], 'parent': 'Mammal'},\n",
       " 'Apple': {'children': [], 'parent': 'Fruit'},\n",
       " 'Armadillo': {'children': [], 'parent': 'Mammal'},\n",
       " 'Artichoke': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Asparagus': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Auto_part': {'children': ['Vehicle_registration_plate',\n",
       "   'Wheel',\n",
       "   'Seat_belt',\n",
       "   'Tire'],\n",
       "  'parent': 'Entity'},\n",
       " 'Axe': {'children': [], 'parent': 'Weapon'},\n",
       " 'Backpack': {'children': [], 'parent': 'Luggage_and_bags'},\n",
       " 'Bagel': {'children': [], 'parent': 'Baked_goods'},\n",
       " 'Baked_goods': {'children': ['Pretzel',\n",
       "   'Bagel',\n",
       "   'Muffin',\n",
       "   'Cookie',\n",
       "   'Bread',\n",
       "   'Pastry',\n",
       "   'Doughnut',\n",
       "   'Croissant',\n",
       "   'Tart'],\n",
       "  'parent': 'Food'},\n",
       " 'Balance_beam': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Ball': {'children': ['Football',\n",
       "   'Cricket_ball',\n",
       "   'Volleyball',\n",
       "   'Tennis_ball',\n",
       "   'Rugby_ball'],\n",
       "  'parent': 'Sports_equipment'},\n",
       " 'Balloon': {'children': [], 'parent': 'Toy'},\n",
       " 'Banana': {'children': [], 'parent': 'Fruit'},\n",
       " 'Band-aid': {'children': [], 'parent': 'Medical_equipment'},\n",
       " 'Banjo': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Barge': {'children': [], 'parent': 'Boat'},\n",
       " 'Barrel': {'children': [], 'parent': 'Container'},\n",
       " 'Baseball_bat': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Baseball_glove': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Bat': {'children': [], 'parent': 'Mammal'},\n",
       " 'Bathroom_accessory': {'children': ['Towel',\n",
       "   'Toilet_paper',\n",
       "   'Soap_dispenser',\n",
       "   'Facial_tissue_holder'],\n",
       "  'parent': 'Entity'},\n",
       " 'Bathroom_cabinet': {'children': [], 'parent': 'Furniture'},\n",
       " 'Bathtub': {'children': [], 'parent': 'Plumbing_fixture'},\n",
       " 'Beaker': {'children': [], 'parent': 'Container'},\n",
       " 'Bear': {'children': ['Brown_bear', 'Panda', 'Polar_bear', 'Teddy_bear'],\n",
       "  'parent': 'Carnivore'},\n",
       " 'Bed': {'children': ['Infant_bed', 'Studio_couch'], 'parent': 'Furniture'},\n",
       " 'Bee': {'children': [], 'parent': 'Insect'},\n",
       " 'Beehive': {'children': [], 'parent': 'Entity'},\n",
       " 'Beer': {'children': [], 'parent': 'Drink'},\n",
       " 'Beetle': {'children': ['Ladybug'], 'parent': 'Insect'},\n",
       " 'Bell_pepper': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Belt': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Bench': {'children': [], 'parent': 'Furniture'},\n",
       " 'Bicycle': {'children': ['Bicycle_wheel'], 'parent': 'Sports_equipment'},\n",
       " 'Bicycle_helmet': {'children': [], 'parent': 'Helmet'},\n",
       " 'Bicycle_wheel': {'children': [], 'parent': 'Entity'},\n",
       " 'Bidet': {'children': [], 'parent': 'Plumbing_fixture'},\n",
       " 'Billboard': {'children': [], 'parent': 'Entity'},\n",
       " 'Billiard_table': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Binoculars': {'children': [], 'parent': 'Tool'},\n",
       " 'Bird': {'children': ['Magpie',\n",
       "   'Woodpecker',\n",
       "   'Blue_jay',\n",
       "   'Ostrich',\n",
       "   'Penguin',\n",
       "   'Raven',\n",
       "   'Chicken',\n",
       "   'Eagle',\n",
       "   'Owl',\n",
       "   'Duck',\n",
       "   'Canary',\n",
       "   'Goose',\n",
       "   'Swan',\n",
       "   'Falcon',\n",
       "   'Parrot',\n",
       "   'Sparrow',\n",
       "   'Turkey'],\n",
       "  'parent': 'Animal'},\n",
       " 'Blender': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Blue_jay': {'children': [], 'parent': 'Bird'},\n",
       " 'Boat': {'children': ['Barge', 'Gondola', 'Canoe'], 'parent': 'Watercraft'},\n",
       " 'Bomb': {'children': [], 'parent': 'Weapon'},\n",
       " 'Book': {'children': [], 'parent': 'Entity'},\n",
       " 'Bookcase': {'children': [], 'parent': 'Furniture'},\n",
       " 'Boot': {'children': [], 'parent': 'Footwear'},\n",
       " 'Bottle': {'children': [], 'parent': 'Container'},\n",
       " 'Bottle_opener': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Bow_and_arrow': {'children': [], 'parent': 'Weapon'},\n",
       " 'Bowl': {'children': [], 'parent': 'Tableware'},\n",
       " 'Bowling_equipment': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Box': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Boy': {'children': [], 'parent': 'Person'},\n",
       " 'Brassiere': {'children': [], 'parent': 'Clothing'},\n",
       " 'Bread': {'children': [], 'parent': 'Baked_goods'},\n",
       " 'Briefcase': {'children': [], 'parent': 'Luggage_and_bags'},\n",
       " 'Broccoli': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Bronze_sculpture': {'children': [], 'parent': 'Sculpture'},\n",
       " 'Brown_bear': {'children': [], 'parent': 'Bear'},\n",
       " 'Building': {'children': ['Medical_equipment',\n",
       "   'Syringe',\n",
       "   'Stretcher',\n",
       "   'Stethoscope',\n",
       "   'Band-aid',\n",
       "   'Musical_instrument',\n",
       "   'Organ',\n",
       "   'Banjo',\n",
       "   'Cello',\n",
       "   'Drum',\n",
       "   'Horn',\n",
       "   'Guitar',\n",
       "   'Harp',\n",
       "   'Harpsichord',\n",
       "   'Harmonica',\n",
       "   'Musical_keyboard',\n",
       "   'Oboe',\n",
       "   'Piano',\n",
       "   'Saxophone',\n",
       "   'Trombone',\n",
       "   'Trumpet',\n",
       "   'Violin',\n",
       "   'Chime',\n",
       "   'Flute',\n",
       "   'Accordion',\n",
       "   'Maracas',\n",
       "   'Sports_equipment',\n",
       "   'Paddle',\n",
       "   'Ball',\n",
       "   'Football',\n",
       "   'Cricket_ball',\n",
       "   'Volleyball',\n",
       "   'Tennis_ball',\n",
       "   'Rugby_ball',\n",
       "   'Bicycle',\n",
       "   'Bicycle_wheel',\n",
       "   'Surfboard',\n",
       "   'Bow_and_arrow',\n",
       "   'Hiking_equipment',\n",
       "   'Roller_skates',\n",
       "   'Flying_disc',\n",
       "   'Baseball_bat',\n",
       "   'Baseball_glove',\n",
       "   'Punching_bag',\n",
       "   'Golf_ball',\n",
       "   'Lifejacket',\n",
       "   'Scoreboard',\n",
       "   'Snowboard',\n",
       "   'Skateboard',\n",
       "   'Ski',\n",
       "   'Bowling_equipment',\n",
       "   'Dumbbell',\n",
       "   'Stationary_bicycle',\n",
       "   'Treadmill',\n",
       "   'Training_bench',\n",
       "   'Indoor_rower',\n",
       "   'Horizontal_bar',\n",
       "   'Parachute',\n",
       "   'Racket',\n",
       "   'Tennis_racket',\n",
       "   'Table_tennis_racket',\n",
       "   'Balance_beam',\n",
       "   'Helmet',\n",
       "   'Bicycle_helmet',\n",
       "   'Football_helmet',\n",
       "   'Billiard_table',\n",
       "   'Tool',\n",
       "   'Container',\n",
       "   'Tin_can',\n",
       "   'Barrel',\n",
       "   'Bottle',\n",
       "   'Picnic_basket',\n",
       "   'Jug',\n",
       "   'Waste_container',\n",
       "   'Beaker',\n",
       "   'Flowerpot',\n",
       "   'Ladder',\n",
       "   'Toothbrush',\n",
       "   'Screwdriver',\n",
       "   'Drill',\n",
       "   'Chainsaw',\n",
       "   'Wrench',\n",
       "   'Flashlight',\n",
       "   'Scissors',\n",
       "   'Ratchet',\n",
       "   'Kitchen_utensil',\n",
       "   'Chopsticks',\n",
       "   'Ladle',\n",
       "   'Spatula',\n",
       "   'Can_opener',\n",
       "   'Cutting_board',\n",
       "   'Whisk',\n",
       "   'Drinking_straw',\n",
       "   'Knife',\n",
       "   'Bottle_opener',\n",
       "   'Measuring_cup',\n",
       "   'Pizza_cutter',\n",
       "   'Spoon',\n",
       "   'Fork',\n",
       "   'Hammer',\n",
       "   'Scale',\n",
       "   'Snowplow',\n",
       "   'Nail',\n",
       "   'Tripod',\n",
       "   'Torch',\n",
       "   'Chisel',\n",
       "   'Axe',\n",
       "   'Camera',\n",
       "   'Grinder',\n",
       "   'Ruler',\n",
       "   'Binoculars',\n",
       "   'Weapon',\n",
       "   'Bow_and_arrow',\n",
       "   'Cannon',\n",
       "   'Dagger',\n",
       "   'Knife',\n",
       "   'Rifle',\n",
       "   'Shotgun',\n",
       "   'Tank',\n",
       "   'Axe',\n",
       "   'Handgun',\n",
       "   'Sword',\n",
       "   'Missile',\n",
       "   'Bomb',\n",
       "   'Cassette_deck',\n",
       "   'Headphones',\n",
       "   'Laptop',\n",
       "   'Computer_keyboard',\n",
       "   'Printer',\n",
       "   'Computer_mouse',\n",
       "   'Computer_monitor',\n",
       "   'Power_plugs_and_sockets',\n",
       "   'Light_switch',\n",
       "   'Musical_keyboard',\n",
       "   'Television',\n",
       "   'Telephone',\n",
       "   'Mobile_phone',\n",
       "   'Corded_phone',\n",
       "   'Tablet_computer',\n",
       "   'Microphone',\n",
       "   'Ipod',\n",
       "   'Remote_control',\n",
       "   'Tree_house',\n",
       "   'Lighthouse',\n",
       "   'Skyscraper',\n",
       "   'Castle',\n",
       "   'Tower',\n",
       "   'House',\n",
       "   'Office_building',\n",
       "   'Convenience_store'],\n",
       "  'parent': 'Entity'},\n",
       " 'Bull': {'children': [], 'parent': 'Mammal'},\n",
       " 'Burrito': {'children': [], 'parent': 'Food'},\n",
       " 'Bus': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Bust': {'children': [], 'parent': 'Sculpture'},\n",
       " 'Butterfly': {'children': [], 'parent': 'Moths_and_butterflies'},\n",
       " 'Cabbage': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Cabinetry': {'children': [], 'parent': 'Furniture'},\n",
       " 'Cake': {'children': [], 'parent': 'Dessert'},\n",
       " 'Cake_stand': {'children': [], 'parent': 'Tableware'},\n",
       " 'Calculator': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Camel': {'children': [], 'parent': 'Mammal'},\n",
       " 'Camera': {'children': [], 'parent': 'Tool'},\n",
       " 'Can_opener': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Canary': {'children': [], 'parent': 'Bird'},\n",
       " 'Candle': {'children': [], 'parent': 'Entity'},\n",
       " 'Candy': {'children': [], 'parent': 'Dessert'},\n",
       " 'Cannon': {'children': [], 'parent': 'Weapon'},\n",
       " 'Canoe': {'children': [], 'parent': 'Boat'},\n",
       " 'Cantaloupe': {'children': [], 'parent': 'Fruit'},\n",
       " 'Car': {'children': ['Limousine', 'Van'], 'parent': 'Land_vehicle'},\n",
       " 'Carnivore': {'children': ['Bear',\n",
       "   'Brown_bear',\n",
       "   'Panda',\n",
       "   'Polar_bear',\n",
       "   'Teddy_bear',\n",
       "   'Cat',\n",
       "   'Fox',\n",
       "   'Jaguar',\n",
       "   'Lynx',\n",
       "   'Red_panda',\n",
       "   'Tiger',\n",
       "   'Lion',\n",
       "   'Dog',\n",
       "   'Leopard',\n",
       "   'Cheetah',\n",
       "   'Otter',\n",
       "   'Raccoon'],\n",
       "  'parent': 'Mammal'},\n",
       " 'Carrot': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Cart': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Cassette_deck': {'children': [], 'parent': 'Entity'},\n",
       " 'Castle': {'children': [], 'parent': 'Building'},\n",
       " 'Cat': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Cat_furniture': {'children': [], 'parent': 'Entity'},\n",
       " 'Caterpillar': {'children': [], 'parent': 'Moths_and_butterflies'},\n",
       " 'Cattle': {'children': [], 'parent': 'Mammal'},\n",
       " 'Ceiling_fan': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Cello': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Centipede': {'children': [], 'parent': 'Invertebrate'},\n",
       " 'Chainsaw': {'children': [], 'parent': 'Tool'},\n",
       " 'Chair': {'children': [], 'parent': 'Furniture'},\n",
       " 'Cheese': {'children': [], 'parent': 'Dairy'},\n",
       " 'Cheetah': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Chest_of_drawers': {'children': [], 'parent': 'Furniture'},\n",
       " 'Chicken': {'children': [], 'parent': 'Bird'},\n",
       " 'Chime': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Chisel': {'children': [], 'parent': 'Tool'},\n",
       " 'Chopsticks': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Christmas_tree': {'children': [], 'parent': 'Tree'},\n",
       " 'Clock': {'children': ['Alarm_clock', 'Digital_clock', 'Wall_clock'],\n",
       "  'parent': 'Entity'},\n",
       " 'Closet': {'children': [], 'parent': 'Furniture'},\n",
       " 'Clothing': {'children': ['Shorts',\n",
       "   'Dress',\n",
       "   'Swimwear',\n",
       "   'Brassiere',\n",
       "   'Tiara',\n",
       "   'Shirt',\n",
       "   'Coat',\n",
       "   'Suit',\n",
       "   'Hat',\n",
       "   'Cowboy_hat',\n",
       "   'Fedora',\n",
       "   'Sombrero',\n",
       "   'Sun_hat',\n",
       "   'Scarf',\n",
       "   'Skirt',\n",
       "   'Miniskirt',\n",
       "   'Jacket',\n",
       "   'Fashion_accessory',\n",
       "   'Glove',\n",
       "   'Baseball_glove',\n",
       "   'Belt',\n",
       "   'Sunglasses',\n",
       "   'Tiara',\n",
       "   'Necklace',\n",
       "   'Sock',\n",
       "   'Earrings',\n",
       "   'Tie',\n",
       "   'Goggles',\n",
       "   'Hat',\n",
       "   'Cowboy_hat',\n",
       "   'Fedora',\n",
       "   'Sombrero',\n",
       "   'Sun_hat',\n",
       "   'Scarf',\n",
       "   'Handbag',\n",
       "   'Watch',\n",
       "   'Umbrella',\n",
       "   'Glasses',\n",
       "   'Crown',\n",
       "   'Swim_cap',\n",
       "   'Trousers',\n",
       "   'Jeans',\n",
       "   'Footwear',\n",
       "   'Roller_skates',\n",
       "   'Boot',\n",
       "   'High_heels',\n",
       "   'Sandal',\n",
       "   'Sports_uniform',\n",
       "   'Luggage_and_bags',\n",
       "   'Backpack',\n",
       "   'Suitcase',\n",
       "   'Briefcase',\n",
       "   'Handbag',\n",
       "   'Helmet',\n",
       "   'Bicycle_helmet',\n",
       "   'Football_helmet'],\n",
       "  'parent': 'Entity'},\n",
       " 'Coat': {'children': [], 'parent': 'Clothing'},\n",
       " 'Cocktail': {'children': [], 'parent': 'Drink'},\n",
       " 'Cocktail_shaker': {'children': [], 'parent': 'Tableware'},\n",
       " 'Coconut': {'children': [], 'parent': 'Entity'},\n",
       " 'Coffee': {'children': [], 'parent': 'Drink'},\n",
       " 'Coffee_cup': {'children': [], 'parent': 'Tableware'},\n",
       " 'Coffee_table': {'children': [], 'parent': 'Table'},\n",
       " 'Coffeemaker': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Coin': {'children': [], 'parent': 'Entity'},\n",
       " 'Common_fig': {'children': [], 'parent': 'Fruit'},\n",
       " 'Computer_keyboard': {'children': [], 'parent': 'Entity'},\n",
       " 'Computer_monitor': {'children': [], 'parent': 'Entity'},\n",
       " 'Computer_mouse': {'children': [], 'parent': 'Entity'},\n",
       " 'Container': {'children': ['Tin_can',\n",
       "   'Barrel',\n",
       "   'Bottle',\n",
       "   'Picnic_basket',\n",
       "   'Jug',\n",
       "   'Waste_container',\n",
       "   'Beaker',\n",
       "   'Flowerpot'],\n",
       "  'parent': 'Tool'},\n",
       " 'Convenience_store': {'children': [], 'parent': 'Building'},\n",
       " 'Cookie': {'children': [], 'parent': 'Baked_goods'},\n",
       " 'Cooking_spray': {'children': [], 'parent': 'Food'},\n",
       " 'Corded_phone': {'children': [], 'parent': 'Telephone'},\n",
       " 'Cosmetics': {'children': ['Face_powder',\n",
       "   'Hair_spray',\n",
       "   'Lipstick',\n",
       "   'Perfume'],\n",
       "  'parent': 'Entity'},\n",
       " 'Couch': {'children': ['Sofa_bed', 'Loveseat'], 'parent': 'Furniture'},\n",
       " 'Countertop': {'children': [], 'parent': 'Entity'},\n",
       " 'Cowboy_hat': {'children': [], 'parent': 'Hat'},\n",
       " 'Crab': {'children': [], 'parent': 'Shellfish'},\n",
       " 'Cream': {'children': [], 'parent': 'Personal_care'},\n",
       " 'Cricket_ball': {'children': [], 'parent': 'Ball'},\n",
       " 'Crocodile': {'children': [], 'parent': 'Reptile'},\n",
       " 'Croissant': {'children': [], 'parent': 'Pastry'},\n",
       " 'Crown': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Crutch': {'children': [], 'parent': 'Personal_care'},\n",
       " 'Cucumber': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Cupboard': {'children': [], 'parent': 'Furniture'},\n",
       " 'Curtain': {'children': [], 'parent': 'Entity'},\n",
       " 'Cutting_board': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Dagger': {'children': [], 'parent': 'Weapon'},\n",
       " 'Dairy': {'children': ['Cheese', 'Milk'], 'parent': 'Food'},\n",
       " 'Deer': {'children': [], 'parent': 'Mammal'},\n",
       " 'Desk': {'children': [], 'parent': 'Furniture'},\n",
       " 'Dessert': {'children': ['Muffin', 'Cookie', 'Ice_cream', 'Cake', 'Candy'],\n",
       "  'parent': 'Food'},\n",
       " 'Diaper': {'children': [], 'parent': 'Personal_care'},\n",
       " 'Dice': {'children': [], 'parent': 'Toy'},\n",
       " 'Digital_clock': {'children': [], 'parent': 'Clock'},\n",
       " 'Dinosaur': {'children': [], 'parent': 'Reptile'},\n",
       " 'Dishwasher': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Dog': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Dog_bed': {'children': [], 'parent': 'Entity'},\n",
       " 'Doll': {'children': [], 'parent': 'Toy'},\n",
       " 'Dolphin': {'children': [], 'parent': 'Marine_mammal'},\n",
       " 'Door': {'children': ['Door_handle'], 'parent': 'Entity'},\n",
       " 'Door_handle': {'children': [], 'parent': 'Door'},\n",
       " 'Doughnut': {'children': [], 'parent': 'Pastry'},\n",
       " 'Dragonfly': {'children': [], 'parent': 'Insect'},\n",
       " 'Drawer': {'children': [], 'parent': 'Furniture'},\n",
       " 'Dress': {'children': [], 'parent': 'Clothing'},\n",
       " 'Drill': {'children': [], 'parent': 'Tool'},\n",
       " 'Drink': {'children': ['Beer', 'Cocktail', 'Coffee', 'Juice', 'Tea', 'Wine'],\n",
       "  'parent': 'Entity'},\n",
       " 'Drinking_straw': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Drum': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Duck': {'children': [], 'parent': 'Bird'},\n",
       " 'Dumbbell': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Eagle': {'children': [], 'parent': 'Bird'},\n",
       " 'Earrings': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Egg': {'children': [], 'parent': 'Food'},\n",
       " 'Elephant': {'children': [], 'parent': 'Mammal'},\n",
       " 'Entity': {'children': ['Coin',\n",
       "   'Flag',\n",
       "   'Light_bulb',\n",
       "   'Toy',\n",
       "   'Doll',\n",
       "   'Balloon',\n",
       "   'Dice',\n",
       "   'Flying_disc',\n",
       "   'Kite',\n",
       "   'Teddy_bear',\n",
       "   'Home_appliance',\n",
       "   'Washing_machine',\n",
       "   'Toaster',\n",
       "   'Oven',\n",
       "   'Blender',\n",
       "   'Gas_stove',\n",
       "   'Mechanical_fan',\n",
       "   'Heater',\n",
       "   'Kettle',\n",
       "   'Hair_dryer',\n",
       "   'Refrigerator',\n",
       "   'Wood-burning_stove',\n",
       "   'Humidifier',\n",
       "   'Mixer',\n",
       "   'Coffeemaker',\n",
       "   'Microwave_oven',\n",
       "   'Dishwasher',\n",
       "   'Sewing_machine',\n",
       "   'Hand_dryer',\n",
       "   'Ceiling_fan',\n",
       "   'Plumbing_fixture',\n",
       "   'Sink',\n",
       "   'Bidet',\n",
       "   'Shower',\n",
       "   'Tap',\n",
       "   'Bathtub',\n",
       "   'Toilet',\n",
       "   'Office_supplies',\n",
       "   'Scissors',\n",
       "   'Poster',\n",
       "   'Calculator',\n",
       "   'Box',\n",
       "   'Stapler',\n",
       "   'Whiteboard',\n",
       "   'Pencil_sharpener',\n",
       "   'Eraser',\n",
       "   'Fax',\n",
       "   'Adhesive_tape',\n",
       "   'Ring_binder',\n",
       "   'Pencil_case',\n",
       "   'Plastic_bag',\n",
       "   'Paper_cutter',\n",
       "   'Toilet_paper',\n",
       "   'Envelope',\n",
       "   'Pen',\n",
       "   'Paper_towel',\n",
       "   'Pillow',\n",
       "   'Kitchenware',\n",
       "   'Kitchen_utensil',\n",
       "   'Chopsticks',\n",
       "   'Ladle',\n",
       "   'Spatula',\n",
       "   'Can_opener',\n",
       "   'Cutting_board',\n",
       "   'Whisk',\n",
       "   'Drinking_straw',\n",
       "   'Knife',\n",
       "   'Bottle_opener',\n",
       "   'Measuring_cup',\n",
       "   'Pizza_cutter',\n",
       "   'Spoon',\n",
       "   'Fork',\n",
       "   'Tableware',\n",
       "   'Chopsticks',\n",
       "   'Teapot',\n",
       "   'Mug',\n",
       "   'Coffee_cup',\n",
       "   'Salt_and_pepper_shakers',\n",
       "   'Mixing_bowl',\n",
       "   'Saucer',\n",
       "   'Cocktail_shaker',\n",
       "   'Bottle',\n",
       "   'Bowl',\n",
       "   'Plate',\n",
       "   'Pitcher',\n",
       "   'Kitchen_knife',\n",
       "   'Jug',\n",
       "   'Platter',\n",
       "   'Wine_glass',\n",
       "   'Spoon',\n",
       "   'Fork',\n",
       "   'Serving_tray',\n",
       "   'Cake_stand',\n",
       "   'Frying_pan',\n",
       "   'Wok',\n",
       "   'Spice_rack',\n",
       "   'Kitchen_appliance',\n",
       "   'Oven',\n",
       "   'Blender',\n",
       "   'Slow_cooker',\n",
       "   'Food_processor',\n",
       "   'Refrigerator',\n",
       "   'Waffle_iron',\n",
       "   'Mixer',\n",
       "   'Coffeemaker',\n",
       "   'Microwave_oven',\n",
       "   'Pressure_cooker',\n",
       "   'Dishwasher',\n",
       "   'Fireplace',\n",
       "   'Countertop',\n",
       "   'Book',\n",
       "   'Furniture',\n",
       "   'Chair',\n",
       "   'Cabinetry',\n",
       "   'Desk',\n",
       "   'Wine_rack',\n",
       "   'Couch',\n",
       "   'Sofa_bed',\n",
       "   'Loveseat',\n",
       "   'Wardrobe',\n",
       "   'Nightstand',\n",
       "   'Bookcase',\n",
       "   'Bed',\n",
       "   'Infant_bed',\n",
       "   'Studio_couch',\n",
       "   'Filing_cabinet',\n",
       "   'Table',\n",
       "   'Coffee_table',\n",
       "   'Kitchen_&_dining_room_table',\n",
       "   'Chest_of_drawers',\n",
       "   'Cupboard',\n",
       "   'Bench',\n",
       "   'Drawer',\n",
       "   'Stool',\n",
       "   'Shelf',\n",
       "   'Wall_clock',\n",
       "   'Bathroom_cabinet',\n",
       "   'Closet',\n",
       "   'Dog_bed',\n",
       "   'Cat_furniture',\n",
       "   'Lantern',\n",
       "   'Clock',\n",
       "   'Alarm_clock',\n",
       "   'Digital_clock',\n",
       "   'Wall_clock',\n",
       "   'Vase',\n",
       "   'Window_blind',\n",
       "   'Curtain',\n",
       "   'Mirror',\n",
       "   'Sculpture',\n",
       "   'Snowman',\n",
       "   'Bust',\n",
       "   'Bronze_sculpture',\n",
       "   'Picture_frame',\n",
       "   'Candle',\n",
       "   'Lamp',\n",
       "   'Bathroom_accessory',\n",
       "   'Towel',\n",
       "   'Toilet_paper',\n",
       "   'Soap_dispenser',\n",
       "   'Facial_tissue_holder',\n",
       "   'Beehive',\n",
       "   'Tent',\n",
       "   'Parking_meter',\n",
       "   'Traffic_light',\n",
       "   'Billboard',\n",
       "   'Traffic_sign',\n",
       "   'Stop_sign',\n",
       "   'Fire_hydrant',\n",
       "   'Fountain',\n",
       "   'Street_light',\n",
       "   'Jacuzzi',\n",
       "   'Building',\n",
       "   'Medical_equipment',\n",
       "   'Syringe',\n",
       "   'Stretcher',\n",
       "   'Stethoscope',\n",
       "   'Band-aid',\n",
       "   'Musical_instrument',\n",
       "   'Organ',\n",
       "   'Banjo',\n",
       "   'Cello',\n",
       "   'Drum',\n",
       "   'Horn',\n",
       "   'Guitar',\n",
       "   'Harp',\n",
       "   'Harpsichord',\n",
       "   'Harmonica',\n",
       "   'Musical_keyboard',\n",
       "   'Oboe',\n",
       "   'Piano',\n",
       "   'Saxophone',\n",
       "   'Trombone',\n",
       "   'Trumpet',\n",
       "   'Violin',\n",
       "   'Chime',\n",
       "   'Flute',\n",
       "   'Accordion',\n",
       "   'Maracas',\n",
       "   'Sports_equipment',\n",
       "   'Paddle',\n",
       "   'Ball',\n",
       "   'Football',\n",
       "   'Cricket_ball',\n",
       "   'Volleyball',\n",
       "   'Tennis_ball',\n",
       "   'Rugby_ball',\n",
       "   'Bicycle',\n",
       "   'Bicycle_wheel',\n",
       "   'Surfboard',\n",
       "   'Bow_and_arrow',\n",
       "   'Hiking_equipment',\n",
       "   'Roller_skates',\n",
       "   'Flying_disc',\n",
       "   'Baseball_bat',\n",
       "   'Baseball_glove',\n",
       "   'Punching_bag',\n",
       "   'Golf_ball',\n",
       "   'Lifejacket',\n",
       "   'Scoreboard',\n",
       "   'Snowboard',\n",
       "   'Skateboard',\n",
       "   'Ski',\n",
       "   'Bowling_equipment',\n",
       "   'Dumbbell',\n",
       "   'Stationary_bicycle',\n",
       "   'Treadmill',\n",
       "   'Training_bench',\n",
       "   'Indoor_rower',\n",
       "   'Horizontal_bar',\n",
       "   'Parachute',\n",
       "   'Racket',\n",
       "   'Tennis_racket',\n",
       "   'Table_tennis_racket',\n",
       "   'Balance_beam',\n",
       "   'Helmet',\n",
       "   'Bicycle_helmet',\n",
       "   'Football_helmet',\n",
       "   'Billiard_table',\n",
       "   'Tool',\n",
       "   'Container',\n",
       "   'Tin_can',\n",
       "   'Barrel',\n",
       "   'Bottle',\n",
       "   'Picnic_basket',\n",
       "   'Jug',\n",
       "   'Waste_container',\n",
       "   'Beaker',\n",
       "   'Flowerpot',\n",
       "   'Ladder',\n",
       "   'Toothbrush',\n",
       "   'Screwdriver',\n",
       "   'Drill',\n",
       "   'Chainsaw',\n",
       "   'Wrench',\n",
       "   'Flashlight',\n",
       "   'Scissors',\n",
       "   'Ratchet',\n",
       "   'Kitchen_utensil',\n",
       "   'Chopsticks',\n",
       "   'Ladle',\n",
       "   'Spatula',\n",
       "   'Can_opener',\n",
       "   'Cutting_board',\n",
       "   'Whisk',\n",
       "   'Drinking_straw',\n",
       "   'Knife',\n",
       "   'Bottle_opener',\n",
       "   'Measuring_cup',\n",
       "   'Pizza_cutter',\n",
       "   'Spoon',\n",
       "   'Fork',\n",
       "   'Hammer',\n",
       "   'Scale',\n",
       "   'Snowplow',\n",
       "   'Nail',\n",
       "   'Tripod',\n",
       "   'Torch',\n",
       "   'Chisel',\n",
       "   'Axe',\n",
       "   'Camera',\n",
       "   'Grinder',\n",
       "   'Ruler',\n",
       "   'Binoculars',\n",
       "   'Weapon',\n",
       "   'Bow_and_arrow',\n",
       "   'Cannon',\n",
       "   'Dagger',\n",
       "   'Knife',\n",
       "   'Rifle',\n",
       "   'Shotgun',\n",
       "   'Tank',\n",
       "   'Axe',\n",
       "   'Handgun',\n",
       "   'Sword',\n",
       "   'Missile',\n",
       "   'Bomb',\n",
       "   'Cassette_deck',\n",
       "   'Headphones',\n",
       "   'Laptop',\n",
       "   'Computer_keyboard',\n",
       "   'Printer',\n",
       "   'Computer_mouse',\n",
       "   'Computer_monitor',\n",
       "   'Power_plugs_and_sockets',\n",
       "   'Light_switch',\n",
       "   'Musical_keyboard',\n",
       "   'Television',\n",
       "   'Telephone',\n",
       "   'Mobile_phone',\n",
       "   'Corded_phone',\n",
       "   'Tablet_computer',\n",
       "   'Microphone',\n",
       "   'Ipod',\n",
       "   'Remote_control',\n",
       "   'Tree_house',\n",
       "   'Lighthouse',\n",
       "   'Skyscraper',\n",
       "   'Castle',\n",
       "   'Tower',\n",
       "   'House',\n",
       "   'Office_building',\n",
       "   'Convenience_store',\n",
       "   'Swimming_pool',\n",
       "   'Person',\n",
       "   'Human_body',\n",
       "   'Human_eye',\n",
       "   'Skull',\n",
       "   'Human_head',\n",
       "   'Human_face',\n",
       "   'Human_mouth',\n",
       "   'Human_ear',\n",
       "   'Human_nose',\n",
       "   'Human_hair',\n",
       "   'Human_hand',\n",
       "   'Human_foot',\n",
       "   'Human_arm',\n",
       "   'Human_leg',\n",
       "   'Human_beard',\n",
       "   'Man',\n",
       "   'Woman',\n",
       "   'Boy',\n",
       "   'Girl',\n",
       "   'Food',\n",
       "   'Fast_food',\n",
       "   'Hot_dog',\n",
       "   'French_fries',\n",
       "   'Waffle',\n",
       "   'Pancake',\n",
       "   'Burrito',\n",
       "   'Snack',\n",
       "   'Pretzel',\n",
       "   'Popcorn',\n",
       "   'Cookie',\n",
       "   'Dessert',\n",
       "   'Muffin',\n",
       "   'Cookie',\n",
       "   'Ice_cream',\n",
       "   'Cake',\n",
       "   'Candy',\n",
       "   'Guacamole',\n",
       "   'Fruit',\n",
       "   'Apple',\n",
       "   'Grape',\n",
       "   'Common_fig',\n",
       "   'Pear',\n",
       "   'Strawberry',\n",
       "   'Tomato',\n",
       "   'Lemon',\n",
       "   'Banana',\n",
       "   'Orange',\n",
       "   'Peach',\n",
       "   'Mango',\n",
       "   'Pineapple',\n",
       "   'Grapefruit',\n",
       "   'Pomegranate',\n",
       "   'Watermelon',\n",
       "   'Cantaloupe',\n",
       "   'Egg',\n",
       "   'Baked_goods',\n",
       "   'Pretzel',\n",
       "   'Bagel',\n",
       "   'Muffin',\n",
       "   'Cookie',\n",
       "   'Bread',\n",
       "   'Pastry',\n",
       "   'Doughnut',\n",
       "   'Croissant',\n",
       "   'Tart',\n",
       "   'Mushroom',\n",
       "   'Pasta',\n",
       "   'Pizza',\n",
       "   'Seafood',\n",
       "   'Squid',\n",
       "   'Shellfish',\n",
       "   'Oyster',\n",
       "   'Lobster',\n",
       "   'Shrimp',\n",
       "   'Crab',\n",
       "   'Taco',\n",
       "   'Cooking_spray',\n",
       "   'Vegetable',\n",
       "   'Cucumber',\n",
       "   'Radish',\n",
       "   'Artichoke',\n",
       "   'Potato',\n",
       "   'Tomato',\n",
       "   'Asparagus',\n",
       "   'Squash',\n",
       "   'Pumpkin',\n",
       "   'Zucchini',\n",
       "   'Cabbage',\n",
       "   'Carrot',\n",
       "   'Salad',\n",
       "   'Broccoli',\n",
       "   'Bell_pepper',\n",
       "   'Winter_melon',\n",
       "   'Honeycomb',\n",
       "   'Sandwich',\n",
       "   'Hamburger',\n",
       "   'Submarine_sandwich',\n",
       "   'Dairy',\n",
       "   'Cheese',\n",
       "   'Milk',\n",
       "   'Sushi',\n",
       "   'Plant',\n",
       "   'Houseplant',\n",
       "   'Tree',\n",
       "   'Christmas_tree',\n",
       "   'Palm_tree',\n",
       "   'Maple',\n",
       "   'Willow',\n",
       "   'Flower',\n",
       "   'Lavender',\n",
       "   'Rose',\n",
       "   'Sunflower',\n",
       "   'Lily',\n",
       "   'Vehicle',\n",
       "   'Land_vehicle',\n",
       "   'Auto_part',\n",
       "   'Vehicle_registration_plate',\n",
       "   'Wheel',\n",
       "   'Seat_belt',\n",
       "   'Tire',\n",
       "   'Ambulance',\n",
       "   'Cart',\n",
       "   'Bicycle',\n",
       "   'Bicycle_wheel',\n",
       "   'Bus',\n",
       "   'Snowmobile',\n",
       "   'Golf_cart',\n",
       "   'Motorcycle',\n",
       "   'Segway',\n",
       "   'Tank',\n",
       "   'Train',\n",
       "   'Truck',\n",
       "   'Unicycle',\n",
       "   'Car',\n",
       "   'Limousine',\n",
       "   'Van',\n",
       "   'Taxi',\n",
       "   'Wheelchair',\n",
       "   'Watercraft',\n",
       "   'Boat',\n",
       "   'Barge',\n",
       "   'Gondola',\n",
       "   'Canoe',\n",
       "   'Jet_ski',\n",
       "   'Submarine',\n",
       "   'Aircraft',\n",
       "   'Helicopter',\n",
       "   'Airplane',\n",
       "   'Rocket',\n",
       "   'Clothing',\n",
       "   'Shorts',\n",
       "   'Dress',\n",
       "   'Swimwear',\n",
       "   'Brassiere',\n",
       "   'Tiara',\n",
       "   'Shirt',\n",
       "   'Coat',\n",
       "   'Suit',\n",
       "   'Hat',\n",
       "   'Cowboy_hat',\n",
       "   'Fedora',\n",
       "   'Sombrero',\n",
       "   'Sun_hat',\n",
       "   'Scarf',\n",
       "   'Skirt',\n",
       "   'Miniskirt',\n",
       "   'Jacket',\n",
       "   'Fashion_accessory',\n",
       "   'Glove',\n",
       "   'Baseball_glove',\n",
       "   'Belt',\n",
       "   'Sunglasses',\n",
       "   'Tiara',\n",
       "   'Necklace',\n",
       "   'Sock',\n",
       "   'Earrings',\n",
       "   'Tie',\n",
       "   'Goggles',\n",
       "   'Hat',\n",
       "   'Cowboy_hat',\n",
       "   'Fedora',\n",
       "   'Sombrero',\n",
       "   'Sun_hat',\n",
       "   'Scarf',\n",
       "   'Handbag',\n",
       "   'Watch',\n",
       "   'Umbrella',\n",
       "   'Glasses',\n",
       "   'Crown',\n",
       "   'Swim_cap',\n",
       "   'Trousers',\n",
       "   'Jeans',\n",
       "   'Footwear',\n",
       "   'Roller_skates',\n",
       "   'Boot',\n",
       "   'High_heels',\n",
       "   'Sandal',\n",
       "   'Sports_uniform',\n",
       "   'Luggage_and_bags',\n",
       "   'Backpack',\n",
       "   'Suitcase',\n",
       "   'Briefcase',\n",
       "   'Handbag',\n",
       "   'Helmet',\n",
       "   'Bicycle_helmet',\n",
       "   'Football_helmet',\n",
       "   'Animal',\n",
       "   'Bird',\n",
       "   'Magpie',\n",
       "   'Woodpecker',\n",
       "   'Blue_jay',\n",
       "   'Ostrich',\n",
       "   'Penguin',\n",
       "   'Raven',\n",
       "   'Chicken',\n",
       "   'Eagle',\n",
       "   'Owl',\n",
       "   'Duck',\n",
       "   'Canary',\n",
       "   'Goose',\n",
       "   'Swan',\n",
       "   'Falcon',\n",
       "   'Parrot',\n",
       "   'Sparrow',\n",
       "   'Turkey',\n",
       "   'Invertebrate',\n",
       "   'Tick',\n",
       "   'Centipede',\n",
       "   'Marine_invertebrates',\n",
       "   'Starfish',\n",
       "   'Isopod',\n",
       "   'Squid',\n",
       "   'Lobster',\n",
       "   'Jellyfish',\n",
       "   'Shrimp',\n",
       "   'Crab',\n",
       "   'Insect',\n",
       "   'Bee',\n",
       "   'Beetle',\n",
       "   'Ladybug',\n",
       "   'Ant',\n",
       "   'Moths_and_butterflies',\n",
       "   'Caterpillar',\n",
       "   'Butterfly',\n",
       "   'Dragonfly',\n",
       "   'Scorpion',\n",
       "   'Worm',\n",
       "   'Spider',\n",
       "   'Oyster',\n",
       "   'Snail',\n",
       "   'Mammal',\n",
       "   'Bat',\n",
       "   'Carnivore',\n",
       "   'Bear',\n",
       "   'Brown_bear',\n",
       "   'Panda',\n",
       "   'Polar_bear',\n",
       "   'Teddy_bear',\n",
       "   'Cat',\n",
       "   'Fox',\n",
       "   'Jaguar',\n",
       "   'Lynx',\n",
       "   'Red_panda',\n",
       "   'Tiger',\n",
       "   'Lion',\n",
       "   'Dog',\n",
       "   'Leopard',\n",
       "   'Cheetah',\n",
       "   'Otter',\n",
       "   'Raccoon',\n",
       "   'Camel',\n",
       "   'Cattle',\n",
       "   'Giraffe',\n",
       "   'Rhinoceros',\n",
       "   'Goat',\n",
       "   'Horse',\n",
       "   'Hamster',\n",
       "   'Kangaroo',\n",
       "   'Koala',\n",
       "   'Mouse',\n",
       "   'Pig',\n",
       "   'Rabbit',\n",
       "   'Squirrel',\n",
       "   'Sheep',\n",
       "   'Zebra',\n",
       "   'Monkey',\n",
       "   'Hippopotamus',\n",
       "   'Deer',\n",
       "   'Elephant',\n",
       "   'Porcupine',\n",
       "   'Hedgehog',\n",
       "   'Bull',\n",
       "   'Antelope',\n",
       "   'Mule',\n",
       "   'Marine_mammal',\n",
       "   'Dolphin',\n",
       "   'Whale',\n",
       "   'Sea_lion',\n",
       "   'Harbor_seal',\n",
       "   'Skunk',\n",
       "   'Alpaca',\n",
       "   'Armadillo',\n",
       "   'Reptile',\n",
       "   'Dinosaur',\n",
       "   'Lizard',\n",
       "   'Snake',\n",
       "   'Turtle',\n",
       "   'Tortoise',\n",
       "   'Sea_turtle',\n",
       "   'Crocodile',\n",
       "   'Frog',\n",
       "   'Fish',\n",
       "   'Goldfish',\n",
       "   'Shark',\n",
       "   'Rays_and_skates',\n",
       "   'Seahorse',\n",
       "   'Shellfish',\n",
       "   'Oyster',\n",
       "   'Lobster',\n",
       "   'Shrimp',\n",
       "   'Crab',\n",
       "   'Cosmetics',\n",
       "   'Face_powder',\n",
       "   'Hair_spray',\n",
       "   'Lipstick',\n",
       "   'Perfume',\n",
       "   'Personal_care',\n",
       "   'Toothbrush',\n",
       "   'Sunglasses',\n",
       "   'Goggles',\n",
       "   'Crutch',\n",
       "   'Cream',\n",
       "   'Diaper',\n",
       "   'Glasses',\n",
       "   'Wheelchair',\n",
       "   'Medical_equipment',\n",
       "   'Syringe',\n",
       "   'Stretcher',\n",
       "   'Stethoscope',\n",
       "   'Band-aid',\n",
       "   'Musical_instrument',\n",
       "   'Organ',\n",
       "   'Banjo',\n",
       "   'Cello',\n",
       "   'Drum',\n",
       "   'Horn',\n",
       "   'Guitar',\n",
       "   'Harp',\n",
       "   'Harpsichord',\n",
       "   'Harmonica',\n",
       "   'Musical_keyboard',\n",
       "   'Oboe',\n",
       "   'Piano',\n",
       "   'Saxophone',\n",
       "   'Trombone',\n",
       "   'Trumpet',\n",
       "   'Violin',\n",
       "   'Chime',\n",
       "   'Flute',\n",
       "   'Accordion',\n",
       "   'Maracas',\n",
       "   'Sports_equipment',\n",
       "   'Paddle',\n",
       "   'Ball',\n",
       "   'Football',\n",
       "   'Cricket_ball',\n",
       "   'Volleyball',\n",
       "   'Tennis_ball',\n",
       "   'Rugby_ball',\n",
       "   'Bicycle',\n",
       "   'Bicycle_wheel',\n",
       "   'Surfboard',\n",
       "   'Bow_and_arrow',\n",
       "   'Hiking_equipment',\n",
       "   'Roller_skates',\n",
       "   'Flying_disc',\n",
       "   'Baseball_bat',\n",
       "   'Baseball_glove',\n",
       "   'Punching_bag',\n",
       "   'Golf_ball',\n",
       "   'Lifejacket',\n",
       "   'Scoreboard',\n",
       "   'Snowboard',\n",
       "   'Skateboard',\n",
       "   'Ski',\n",
       "   'Bowling_equipment',\n",
       "   'Dumbbell',\n",
       "   'Stationary_bicycle',\n",
       "   'Treadmill',\n",
       "   'Training_bench',\n",
       "   'Indoor_rower',\n",
       "   'Horizontal_bar',\n",
       "   'Parachute',\n",
       "   'Racket',\n",
       "   'Tennis_racket',\n",
       "   'Table_tennis_racket',\n",
       "   'Balance_beam',\n",
       "   'Helmet',\n",
       "   'Bicycle_helmet',\n",
       "   'Football_helmet',\n",
       "   'Billiard_table',\n",
       "   'Tool',\n",
       "   'Container',\n",
       "   'Tin_can',\n",
       "   'Barrel',\n",
       "   'Bottle',\n",
       "   'Picnic_basket',\n",
       "   'Jug',\n",
       "   'Waste_container',\n",
       "   'Beaker',\n",
       "   'Flowerpot',\n",
       "   'Ladder',\n",
       "   'Toothbrush',\n",
       "   'Screwdriver',\n",
       "   'Drill',\n",
       "   'Chainsaw',\n",
       "   'Wrench',\n",
       "   'Flashlight',\n",
       "   'Scissors',\n",
       "   'Ratchet',\n",
       "   'Kitchen_utensil',\n",
       "   'Chopsticks',\n",
       "   'Ladle',\n",
       "   'Spatula',\n",
       "   'Can_opener',\n",
       "   'Cutting_board',\n",
       "   'Whisk',\n",
       "   'Drinking_straw',\n",
       "   'Knife',\n",
       "   'Bottle_opener',\n",
       "   'Measuring_cup',\n",
       "   'Pizza_cutter',\n",
       "   'Spoon',\n",
       "   'Fork',\n",
       "   'Hammer',\n",
       "   'Scale',\n",
       "   'Snowplow',\n",
       "   'Nail',\n",
       "   'Tripod',\n",
       "   'Torch',\n",
       "   'Chisel',\n",
       "   'Axe',\n",
       "   'Camera',\n",
       "   'Grinder',\n",
       "   'Ruler',\n",
       "   'Binoculars',\n",
       "   'Weapon',\n",
       "   'Bow_and_arrow',\n",
       "   'Cannon',\n",
       "   'Dagger',\n",
       "   'Knife',\n",
       "   'Rifle',\n",
       "   'Shotgun',\n",
       "   'Tank',\n",
       "   'Axe',\n",
       "   'Handgun',\n",
       "   'Sword',\n",
       "   'Missile',\n",
       "   'Bomb',\n",
       "   'Cassette_deck',\n",
       "   'Headphones',\n",
       "   'Laptop',\n",
       "   'Computer_keyboard',\n",
       "   'Printer',\n",
       "   'Computer_mouse',\n",
       "   'Computer_monitor',\n",
       "   'Power_plugs_and_sockets',\n",
       "   'Light_switch',\n",
       "   'Television',\n",
       "   'Telephone',\n",
       "   'Mobile_phone',\n",
       "   'Corded_phone',\n",
       "   'Tablet_computer',\n",
       "   'Microphone',\n",
       "   'Ipod',\n",
       "   'Remote_control',\n",
       "   'Drink',\n",
       "   'Beer',\n",
       "   'Cocktail',\n",
       "   'Coffee',\n",
       "   'Juice',\n",
       "   'Tea',\n",
       "   'Wine',\n",
       "   'Bicycle_wheel',\n",
       "   'Door_handle',\n",
       "   'Door',\n",
       "   'Door_handle',\n",
       "   'Window',\n",
       "   'Stairs',\n",
       "   'Porch',\n",
       "   'Human_eye',\n",
       "   'Skull',\n",
       "   'Human_head',\n",
       "   'Human_face',\n",
       "   'Human_mouth',\n",
       "   'Human_ear',\n",
       "   'Human_nose',\n",
       "   'Human_hair',\n",
       "   'Human_hand',\n",
       "   'Human_foot',\n",
       "   'Human_arm',\n",
       "   'Human_leg',\n",
       "   'Human_beard',\n",
       "   'Human_body',\n",
       "   'Human_eye',\n",
       "   'Skull',\n",
       "   'Human_head',\n",
       "   'Human_face',\n",
       "   'Human_mouth',\n",
       "   'Human_ear',\n",
       "   'Human_nose',\n",
       "   'Human_hair',\n",
       "   'Human_hand',\n",
       "   'Human_foot',\n",
       "   'Human_arm',\n",
       "   'Human_leg',\n",
       "   'Human_beard',\n",
       "   'Auto_part',\n",
       "   'Vehicle_registration_plate',\n",
       "   'Wheel',\n",
       "   'Seat_belt',\n",
       "   'Tire',\n",
       "   'Coconut'],\n",
       "  'parent': None},\n",
       " 'Envelope': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Eraser': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Face_powder': {'children': [], 'parent': 'Cosmetics'},\n",
       " 'Facial_tissue_holder': {'children': [], 'parent': 'Bathroom_accessory'},\n",
       " 'Falcon': {'children': [], 'parent': 'Bird'},\n",
       " 'Fashion_accessory': {'children': ['Glove',\n",
       "   'Baseball_glove',\n",
       "   'Belt',\n",
       "   'Sunglasses',\n",
       "   'Tiara',\n",
       "   'Necklace',\n",
       "   'Sock',\n",
       "   'Earrings',\n",
       "   'Tie',\n",
       "   'Goggles',\n",
       "   'Hat',\n",
       "   'Cowboy_hat',\n",
       "   'Fedora',\n",
       "   'Sombrero',\n",
       "   'Sun_hat',\n",
       "   'Scarf',\n",
       "   'Handbag',\n",
       "   'Watch',\n",
       "   'Umbrella',\n",
       "   'Glasses',\n",
       "   'Crown'],\n",
       "  'parent': 'Clothing'},\n",
       " 'Fast_food': {'children': ['Hot_dog', 'French_fries'], 'parent': 'Food'},\n",
       " 'Fax': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Fedora': {'children': [], 'parent': 'Hat'},\n",
       " 'Filing_cabinet': {'children': [], 'parent': 'Furniture'},\n",
       " 'Fire_hydrant': {'children': [], 'parent': 'Entity'},\n",
       " 'Fireplace': {'children': [], 'parent': 'Entity'},\n",
       " 'Fish': {'children': ['Goldfish', 'Shark', 'Rays_and_skates', 'Seahorse'],\n",
       "  'parent': 'Animal'},\n",
       " 'Flag': {'children': [], 'parent': 'Entity'},\n",
       " 'Flashlight': {'children': [], 'parent': 'Tool'},\n",
       " 'Flower': {'children': ['Lavender', 'Rose', 'Sunflower', 'Lily'],\n",
       "  'parent': 'Plant'},\n",
       " 'Flowerpot': {'children': [], 'parent': 'Container'},\n",
       " 'Flute': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Flying_disc': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Food': {'children': ['Fast_food',\n",
       "   'Hot_dog',\n",
       "   'French_fries',\n",
       "   'Waffle',\n",
       "   'Pancake',\n",
       "   'Burrito',\n",
       "   'Snack',\n",
       "   'Pretzel',\n",
       "   'Popcorn',\n",
       "   'Cookie',\n",
       "   'Dessert',\n",
       "   'Muffin',\n",
       "   'Cookie',\n",
       "   'Ice_cream',\n",
       "   'Cake',\n",
       "   'Candy',\n",
       "   'Guacamole',\n",
       "   'Fruit',\n",
       "   'Apple',\n",
       "   'Grape',\n",
       "   'Common_fig',\n",
       "   'Pear',\n",
       "   'Strawberry',\n",
       "   'Tomato',\n",
       "   'Lemon',\n",
       "   'Banana',\n",
       "   'Orange',\n",
       "   'Peach',\n",
       "   'Mango',\n",
       "   'Pineapple',\n",
       "   'Grapefruit',\n",
       "   'Pomegranate',\n",
       "   'Watermelon',\n",
       "   'Cantaloupe',\n",
       "   'Egg',\n",
       "   'Baked_goods',\n",
       "   'Pretzel',\n",
       "   'Bagel',\n",
       "   'Muffin',\n",
       "   'Cookie',\n",
       "   'Bread',\n",
       "   'Pastry',\n",
       "   'Doughnut',\n",
       "   'Croissant',\n",
       "   'Tart',\n",
       "   'Mushroom',\n",
       "   'Pasta',\n",
       "   'Pizza',\n",
       "   'Seafood',\n",
       "   'Squid',\n",
       "   'Shellfish',\n",
       "   'Oyster',\n",
       "   'Lobster',\n",
       "   'Shrimp',\n",
       "   'Crab',\n",
       "   'Taco',\n",
       "   'Cooking_spray',\n",
       "   'Vegetable',\n",
       "   'Cucumber',\n",
       "   'Radish',\n",
       "   'Artichoke',\n",
       "   'Potato',\n",
       "   'Tomato',\n",
       "   'Asparagus',\n",
       "   'Squash',\n",
       "   'Pumpkin',\n",
       "   'Zucchini',\n",
       "   'Cabbage',\n",
       "   'Carrot',\n",
       "   'Salad',\n",
       "   'Broccoli',\n",
       "   'Bell_pepper',\n",
       "   'Winter_melon',\n",
       "   'Honeycomb',\n",
       "   'Sandwich',\n",
       "   'Hamburger',\n",
       "   'Submarine_sandwich',\n",
       "   'Dairy',\n",
       "   'Cheese',\n",
       "   'Milk',\n",
       "   'Sushi'],\n",
       "  'parent': 'Entity'},\n",
       " 'Food_processor': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Football': {'children': [], 'parent': 'Ball'},\n",
       " 'Football_helmet': {'children': [], 'parent': 'Helmet'},\n",
       " 'Footwear': {'children': ['Roller_skates', 'Boot', 'High_heels', 'Sandal'],\n",
       "  'parent': 'Clothing'},\n",
       " 'Fork': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Fountain': {'children': [], 'parent': 'Entity'},\n",
       " 'Fox': {'children': [], 'parent': 'Carnivore'},\n",
       " 'French_fries': {'children': [], 'parent': 'Fast_food'},\n",
       " 'Frog': {'children': [], 'parent': 'Reptile'},\n",
       " 'Fruit': {'children': ['Apple',\n",
       "   'Grape',\n",
       "   'Common_fig',\n",
       "   'Pear',\n",
       "   'Strawberry',\n",
       "   'Tomato',\n",
       "   'Lemon',\n",
       "   'Banana',\n",
       "   'Orange',\n",
       "   'Peach',\n",
       "   'Mango',\n",
       "   'Pineapple',\n",
       "   'Grapefruit',\n",
       "   'Pomegranate',\n",
       "   'Watermelon',\n",
       "   'Cantaloupe'],\n",
       "  'parent': 'Food'},\n",
       " 'Frying_pan': {'children': [], 'parent': 'Kitchenware'},\n",
       " 'Furniture': {'children': ['Chair',\n",
       "   'Cabinetry',\n",
       "   'Desk',\n",
       "   'Wine_rack',\n",
       "   'Couch',\n",
       "   'Sofa_bed',\n",
       "   'Loveseat',\n",
       "   'Wardrobe',\n",
       "   'Nightstand',\n",
       "   'Bookcase',\n",
       "   'Bed',\n",
       "   'Infant_bed',\n",
       "   'Studio_couch',\n",
       "   'Filing_cabinet',\n",
       "   'Table',\n",
       "   'Coffee_table',\n",
       "   'Kitchen_&_dining_room_table',\n",
       "   'Chest_of_drawers',\n",
       "   'Cupboard',\n",
       "   'Bench',\n",
       "   'Drawer',\n",
       "   'Stool',\n",
       "   'Shelf',\n",
       "   'Wall_clock',\n",
       "   'Bathroom_cabinet',\n",
       "   'Closet'],\n",
       "  'parent': 'Entity'},\n",
       " 'Gas_stove': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Giraffe': {'children': [], 'parent': 'Mammal'},\n",
       " 'Girl': {'children': [], 'parent': 'Person'},\n",
       " 'Glasses': {'children': [], 'parent': 'Personal_care'},\n",
       " 'Glove': {'children': ['Baseball_glove'], 'parent': 'Fashion_accessory'},\n",
       " 'Goat': {'children': [], 'parent': 'Mammal'},\n",
       " 'Goggles': {'children': [], 'parent': 'Personal_care'},\n",
       " 'Goldfish': {'children': [], 'parent': 'Fish'},\n",
       " 'Golf_ball': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Golf_cart': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Gondola': {'children': [], 'parent': 'Boat'},\n",
       " 'Goose': {'children': [], 'parent': 'Bird'},\n",
       " 'Grape': {'children': [], 'parent': 'Fruit'},\n",
       " 'Grapefruit': {'children': [], 'parent': 'Fruit'},\n",
       " 'Grinder': {'children': [], 'parent': 'Tool'},\n",
       " 'Guacamole': {'children': [], 'parent': 'Food'},\n",
       " 'Guitar': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Hair_dryer': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Hair_spray': {'children': [], 'parent': 'Cosmetics'},\n",
       " 'Hamburger': {'children': [], 'parent': 'Sandwich'},\n",
       " 'Hammer': {'children': [], 'parent': 'Tool'},\n",
       " 'Hamster': {'children': [], 'parent': 'Mammal'},\n",
       " 'Hand_dryer': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Handbag': {'children': [], 'parent': 'Luggage_and_bags'},\n",
       " 'Handgun': {'children': [], 'parent': 'Weapon'},\n",
       " 'Harbor_seal': {'children': [], 'parent': 'Marine_mammal'},\n",
       " 'Harmonica': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Harp': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Harpsichord': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Hat': {'children': ['Cowboy_hat', 'Fedora', 'Sombrero', 'Sun_hat'],\n",
       "  'parent': 'Fashion_accessory'},\n",
       " 'Headphones': {'children': [], 'parent': 'Entity'},\n",
       " 'Heater': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Hedgehog': {'children': [], 'parent': 'Mammal'},\n",
       " 'Helicopter': {'children': [], 'parent': 'Aircraft'},\n",
       " 'Helmet': {'children': ['Bicycle_helmet', 'Football_helmet'],\n",
       "  'parent': 'Sports_equipment'},\n",
       " 'High_heels': {'children': [], 'parent': 'Footwear'},\n",
       " 'Hiking_equipment': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Hippopotamus': {'children': [], 'parent': 'Mammal'},\n",
       " 'Home_appliance': {'children': ['Washing_machine',\n",
       "   'Toaster',\n",
       "   'Oven',\n",
       "   'Blender',\n",
       "   'Gas_stove',\n",
       "   'Mechanical_fan',\n",
       "   'Heater',\n",
       "   'Kettle',\n",
       "   'Hair_dryer',\n",
       "   'Refrigerator',\n",
       "   'Wood-burning_stove',\n",
       "   'Humidifier',\n",
       "   'Mixer',\n",
       "   'Coffeemaker',\n",
       "   'Microwave_oven',\n",
       "   'Dishwasher',\n",
       "   'Sewing_machine',\n",
       "   'Hand_dryer',\n",
       "   'Ceiling_fan'],\n",
       "  'parent': 'Entity'},\n",
       " 'Honeycomb': {'children': [], 'parent': 'Food'},\n",
       " 'Horizontal_bar': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Horn': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Horse': {'children': [], 'parent': 'Mammal'},\n",
       " 'Hot_dog': {'children': [], 'parent': 'Fast_food'},\n",
       " 'House': {'children': [], 'parent': 'Building'},\n",
       " 'Houseplant': {'children': [], 'parent': 'Plant'},\n",
       " 'Human_arm': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_beard': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_body': {'children': ['Human_eye',\n",
       "   'Skull',\n",
       "   'Human_head',\n",
       "   'Human_face',\n",
       "   'Human_mouth',\n",
       "   'Human_ear',\n",
       "   'Human_nose',\n",
       "   'Human_hair',\n",
       "   'Human_hand',\n",
       "   'Human_foot',\n",
       "   'Human_arm',\n",
       "   'Human_leg',\n",
       "   'Human_beard'],\n",
       "  'parent': 'Entity'},\n",
       " 'Human_ear': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_eye': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_face': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_foot': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_hair': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_hand': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_head': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_leg': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_mouth': {'children': [], 'parent': 'Human_body'},\n",
       " 'Human_nose': {'children': [], 'parent': 'Human_body'},\n",
       " 'Humidifier': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Ice_cream': {'children': [], 'parent': 'Dessert'},\n",
       " 'Indoor_rower': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Infant_bed': {'children': [], 'parent': 'Bed'},\n",
       " 'Insect': {'children': ['Bee',\n",
       "   'Beetle',\n",
       "   'Ladybug',\n",
       "   'Ant',\n",
       "   'Moths_and_butterflies',\n",
       "   'Caterpillar',\n",
       "   'Butterfly',\n",
       "   'Dragonfly'],\n",
       "  'parent': 'Invertebrate'},\n",
       " 'Invertebrate': {'children': ['Tick',\n",
       "   'Centipede',\n",
       "   'Marine_invertebrates',\n",
       "   'Starfish',\n",
       "   'Isopod',\n",
       "   'Squid',\n",
       "   'Lobster',\n",
       "   'Jellyfish',\n",
       "   'Shrimp',\n",
       "   'Crab',\n",
       "   'Insect',\n",
       "   'Bee',\n",
       "   'Beetle',\n",
       "   'Ladybug',\n",
       "   'Ant',\n",
       "   'Moths_and_butterflies',\n",
       "   'Caterpillar',\n",
       "   'Butterfly',\n",
       "   'Dragonfly',\n",
       "   'Scorpion',\n",
       "   'Worm',\n",
       "   'Spider',\n",
       "   'Oyster',\n",
       "   'Snail'],\n",
       "  'parent': 'Animal'},\n",
       " 'Ipod': {'children': [], 'parent': 'Entity'},\n",
       " 'Isopod': {'children': [], 'parent': 'Marine_invertebrates'},\n",
       " 'Jacket': {'children': [], 'parent': 'Clothing'},\n",
       " 'Jacuzzi': {'children': [], 'parent': 'Entity'},\n",
       " 'Jaguar': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Jeans': {'children': [], 'parent': 'Trousers'},\n",
       " 'Jellyfish': {'children': [], 'parent': 'Marine_invertebrates'},\n",
       " 'Jet_ski': {'children': [], 'parent': 'Watercraft'},\n",
       " 'Jug': {'children': [], 'parent': 'Container'},\n",
       " 'Juice': {'children': [], 'parent': 'Drink'},\n",
       " 'Kangaroo': {'children': [], 'parent': 'Mammal'},\n",
       " 'Kettle': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Kitchen_&_dining_room_table': {'children': [], 'parent': 'Table'},\n",
       " 'Kitchen_appliance': {'children': ['Oven',\n",
       "   'Blender',\n",
       "   'Slow_cooker',\n",
       "   'Food_processor',\n",
       "   'Refrigerator',\n",
       "   'Waffle_iron',\n",
       "   'Mixer',\n",
       "   'Coffeemaker',\n",
       "   'Microwave_oven',\n",
       "   'Pressure_cooker',\n",
       "   'Dishwasher'],\n",
       "  'parent': 'Kitchenware'},\n",
       " 'Kitchen_knife': {'children': [], 'parent': 'Tableware'},\n",
       " 'Kitchen_utensil': {'children': ['Chopsticks',\n",
       "   'Ladle',\n",
       "   'Spatula',\n",
       "   'Can_opener',\n",
       "   'Cutting_board',\n",
       "   'Whisk',\n",
       "   'Drinking_straw',\n",
       "   'Knife',\n",
       "   'Bottle_opener',\n",
       "   'Measuring_cup',\n",
       "   'Pizza_cutter',\n",
       "   'Spoon',\n",
       "   'Fork'],\n",
       "  'parent': 'Tool'},\n",
       " 'Kitchenware': {'children': ['Kitchen_utensil',\n",
       "   'Chopsticks',\n",
       "   'Ladle',\n",
       "   'Spatula',\n",
       "   'Can_opener',\n",
       "   'Cutting_board',\n",
       "   'Whisk',\n",
       "   'Drinking_straw',\n",
       "   'Knife',\n",
       "   'Bottle_opener',\n",
       "   'Measuring_cup',\n",
       "   'Pizza_cutter',\n",
       "   'Spoon',\n",
       "   'Fork',\n",
       "   'Tableware',\n",
       "   'Chopsticks',\n",
       "   'Teapot',\n",
       "   'Mug',\n",
       "   'Coffee_cup',\n",
       "   'Salt_and_pepper_shakers',\n",
       "   'Mixing_bowl',\n",
       "   'Saucer',\n",
       "   'Cocktail_shaker',\n",
       "   'Bottle',\n",
       "   'Bowl',\n",
       "   'Plate',\n",
       "   'Pitcher',\n",
       "   'Kitchen_knife',\n",
       "   'Jug',\n",
       "   'Platter',\n",
       "   'Wine_glass',\n",
       "   'Spoon',\n",
       "   'Fork',\n",
       "   'Serving_tray',\n",
       "   'Cake_stand',\n",
       "   'Frying_pan',\n",
       "   'Wok',\n",
       "   'Spice_rack',\n",
       "   'Kitchen_appliance',\n",
       "   'Oven',\n",
       "   'Blender',\n",
       "   'Slow_cooker',\n",
       "   'Food_processor',\n",
       "   'Refrigerator',\n",
       "   'Waffle_iron',\n",
       "   'Mixer',\n",
       "   'Coffeemaker',\n",
       "   'Microwave_oven',\n",
       "   'Pressure_cooker',\n",
       "   'Dishwasher'],\n",
       "  'parent': 'Entity'},\n",
       " 'Kite': {'children': [], 'parent': 'Toy'},\n",
       " 'Knife': {'children': [], 'parent': 'Weapon'},\n",
       " 'Koala': {'children': [], 'parent': 'Mammal'},\n",
       " 'Ladder': {'children': [], 'parent': 'Tool'},\n",
       " 'Ladle': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Ladybug': {'children': [], 'parent': 'Beetle'},\n",
       " 'Lamp': {'children': [], 'parent': 'Entity'},\n",
       " 'Land_vehicle': {'children': ['Auto_part',\n",
       "   'Vehicle_registration_plate',\n",
       "   'Wheel',\n",
       "   'Seat_belt',\n",
       "   'Tire',\n",
       "   'Ambulance',\n",
       "   'Cart',\n",
       "   'Bicycle',\n",
       "   'Bicycle_wheel',\n",
       "   'Bus',\n",
       "   'Snowmobile',\n",
       "   'Golf_cart',\n",
       "   'Motorcycle',\n",
       "   'Segway',\n",
       "   'Tank',\n",
       "   'Train',\n",
       "   'Truck',\n",
       "   'Unicycle',\n",
       "   'Car',\n",
       "   'Limousine',\n",
       "   'Van',\n",
       "   'Taxi',\n",
       "   'Wheelchair'],\n",
       "  'parent': 'Vehicle'},\n",
       " 'Lantern': {'children': [], 'parent': 'Entity'},\n",
       " 'Laptop': {'children': [], 'parent': 'Entity'},\n",
       " 'Lavender': {'children': [], 'parent': 'Flower'},\n",
       " 'Lemon': {'children': [], 'parent': 'Fruit'},\n",
       " 'Leopard': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Lifejacket': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Light_bulb': {'children': [], 'parent': 'Entity'},\n",
       " 'Light_switch': {'children': [], 'parent': 'Entity'},\n",
       " 'Lighthouse': {'children': [], 'parent': 'Building'},\n",
       " 'Lily': {'children': [], 'parent': 'Flower'},\n",
       " 'Limousine': {'children': [], 'parent': 'Car'},\n",
       " 'Lion': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Lipstick': {'children': [], 'parent': 'Cosmetics'},\n",
       " 'Lizard': {'children': [], 'parent': 'Reptile'},\n",
       " 'Lobster': {'children': [], 'parent': 'Shellfish'},\n",
       " 'Loveseat': {'children': [], 'parent': 'Couch'},\n",
       " 'Luggage_and_bags': {'children': ['Backpack',\n",
       "   'Suitcase',\n",
       "   'Briefcase',\n",
       "   'Handbag'],\n",
       "  'parent': 'Clothing'},\n",
       " 'Lynx': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Magpie': {'children': [], 'parent': 'Bird'},\n",
       " 'Mammal': {'children': ['Bat',\n",
       "   'Carnivore',\n",
       "   'Bear',\n",
       "   'Brown_bear',\n",
       "   'Panda',\n",
       "   'Polar_bear',\n",
       "   'Teddy_bear',\n",
       "   'Cat',\n",
       "   'Fox',\n",
       "   'Jaguar',\n",
       "   'Lynx',\n",
       "   'Red_panda',\n",
       "   'Tiger',\n",
       "   'Lion',\n",
       "   'Dog',\n",
       "   'Leopard',\n",
       "   'Cheetah',\n",
       "   'Otter',\n",
       "   'Raccoon',\n",
       "   'Camel',\n",
       "   'Cattle',\n",
       "   'Giraffe',\n",
       "   'Rhinoceros',\n",
       "   'Goat',\n",
       "   'Horse',\n",
       "   'Hamster',\n",
       "   'Kangaroo',\n",
       "   'Koala',\n",
       "   'Mouse',\n",
       "   'Pig',\n",
       "   'Rabbit',\n",
       "   'Squirrel',\n",
       "   'Sheep',\n",
       "   'Zebra',\n",
       "   'Monkey',\n",
       "   'Hippopotamus',\n",
       "   'Deer',\n",
       "   'Elephant',\n",
       "   'Porcupine',\n",
       "   'Hedgehog',\n",
       "   'Bull',\n",
       "   'Antelope',\n",
       "   'Mule',\n",
       "   'Marine_mammal',\n",
       "   'Dolphin',\n",
       "   'Whale',\n",
       "   'Sea_lion',\n",
       "   'Harbor_seal',\n",
       "   'Skunk',\n",
       "   'Alpaca',\n",
       "   'Armadillo'],\n",
       "  'parent': 'Animal'},\n",
       " 'Man': {'children': [], 'parent': 'Person'},\n",
       " 'Mango': {'children': [], 'parent': 'Fruit'},\n",
       " 'Maple': {'children': [], 'parent': 'Tree'},\n",
       " 'Maracas': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Marine_invertebrates': {'children': ['Starfish',\n",
       "   'Isopod',\n",
       "   'Squid',\n",
       "   'Lobster',\n",
       "   'Jellyfish',\n",
       "   'Shrimp',\n",
       "   'Crab'],\n",
       "  'parent': 'Invertebrate'},\n",
       " 'Marine_mammal': {'children': ['Dolphin', 'Whale', 'Sea_lion', 'Harbor_seal'],\n",
       "  'parent': 'Mammal'},\n",
       " 'Measuring_cup': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Mechanical_fan': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Medical_equipment': {'children': ['Syringe',\n",
       "   'Stretcher',\n",
       "   'Stethoscope',\n",
       "   'Band-aid'],\n",
       "  'parent': 'Entity'},\n",
       " 'Microphone': {'children': [], 'parent': 'Entity'},\n",
       " 'Microwave_oven': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Milk': {'children': [], 'parent': 'Dairy'},\n",
       " 'Miniskirt': {'children': [], 'parent': 'Skirt'},\n",
       " 'Mirror': {'children': [], 'parent': 'Entity'},\n",
       " 'Missile': {'children': [], 'parent': 'Weapon'},\n",
       " 'Mixer': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Mixing_bowl': {'children': [], 'parent': 'Tableware'},\n",
       " 'Mobile_phone': {'children': [], 'parent': 'Telephone'},\n",
       " 'Monkey': {'children': [], 'parent': 'Mammal'},\n",
       " 'Moths_and_butterflies': {'children': ['Caterpillar', 'Butterfly'],\n",
       "  'parent': 'Insect'},\n",
       " 'Motorcycle': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Mouse': {'children': [], 'parent': 'Mammal'},\n",
       " 'Muffin': {'children': [], 'parent': 'Baked_goods'},\n",
       " 'Mug': {'children': [], 'parent': 'Tableware'},\n",
       " 'Mule': {'children': [], 'parent': 'Mammal'},\n",
       " 'Mushroom': {'children': [], 'parent': 'Food'},\n",
       " 'Musical_instrument': {'children': ['Organ',\n",
       "   'Banjo',\n",
       "   'Cello',\n",
       "   'Drum',\n",
       "   'Horn',\n",
       "   'Guitar',\n",
       "   'Harp',\n",
       "   'Harpsichord',\n",
       "   'Harmonica',\n",
       "   'Musical_keyboard',\n",
       "   'Oboe',\n",
       "   'Piano',\n",
       "   'Saxophone',\n",
       "   'Trombone',\n",
       "   'Trumpet',\n",
       "   'Violin',\n",
       "   'Chime',\n",
       "   'Flute',\n",
       "   'Accordion',\n",
       "   'Maracas'],\n",
       "  'parent': 'Entity'},\n",
       " 'Musical_keyboard': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Nail': {'children': [], 'parent': 'Tool'},\n",
       " 'Necklace': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Nightstand': {'children': [], 'parent': 'Furniture'},\n",
       " 'Oboe': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Office_building': {'children': [], 'parent': 'Building'},\n",
       " 'Office_supplies': {'children': ['Scissors',\n",
       "   'Poster',\n",
       "   'Calculator',\n",
       "   'Box',\n",
       "   'Stapler',\n",
       "   'Whiteboard',\n",
       "   'Pencil_sharpener',\n",
       "   'Eraser',\n",
       "   'Fax',\n",
       "   'Adhesive_tape',\n",
       "   'Ring_binder',\n",
       "   'Pencil_case',\n",
       "   'Plastic_bag',\n",
       "   'Paper_cutter',\n",
       "   'Toilet_paper',\n",
       "   'Envelope',\n",
       "   'Pen'],\n",
       "  'parent': 'Entity'},\n",
       " 'Orange': {'children': [], 'parent': 'Fruit'},\n",
       " 'Organ': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Ostrich': {'children': [], 'parent': 'Bird'},\n",
       " 'Otter': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Oven': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Owl': {'children': [], 'parent': 'Bird'},\n",
       " 'Oyster': {'children': [], 'parent': 'Shellfish'},\n",
       " 'Paddle': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Palm_tree': {'children': [], 'parent': 'Tree'},\n",
       " 'Pancake': {'children': [], 'parent': 'Food'},\n",
       " 'Panda': {'children': [], 'parent': 'Bear'},\n",
       " 'Paper_cutter': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Paper_towel': {'children': [], 'parent': 'Entity'},\n",
       " 'Parachute': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Parking_meter': {'children': [], 'parent': 'Entity'},\n",
       " 'Parrot': {'children': [], 'parent': 'Bird'},\n",
       " 'Pasta': {'children': [], 'parent': 'Food'},\n",
       " 'Pastry': {'children': ['Doughnut', 'Croissant', 'Tart'],\n",
       "  'parent': 'Baked_goods'},\n",
       " 'Peach': {'children': [], 'parent': 'Fruit'},\n",
       " 'Pear': {'children': [], 'parent': 'Fruit'},\n",
       " 'Pen': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Pencil_case': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Pencil_sharpener': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Penguin': {'children': [], 'parent': 'Bird'},\n",
       " 'Perfume': {'children': [], 'parent': 'Cosmetics'},\n",
       " 'Person': {'children': ['Human_body',\n",
       "   'Human_eye',\n",
       "   'Skull',\n",
       "   'Human_head',\n",
       "   'Human_face',\n",
       "   'Human_mouth',\n",
       "   'Human_ear',\n",
       "   'Human_nose',\n",
       "   'Human_hair',\n",
       "   'Human_hand',\n",
       "   'Human_foot',\n",
       "   'Human_arm',\n",
       "   'Human_leg',\n",
       "   'Human_beard',\n",
       "   'Man',\n",
       "   'Woman',\n",
       "   'Boy',\n",
       "   'Girl'],\n",
       "  'parent': 'Entity'},\n",
       " 'Personal_care': {'children': ['Toothbrush',\n",
       "   'Sunglasses',\n",
       "   'Goggles',\n",
       "   'Crutch',\n",
       "   'Cream',\n",
       "   'Diaper',\n",
       "   'Glasses',\n",
       "   'Wheelchair'],\n",
       "  'parent': 'Entity'},\n",
       " 'Piano': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Picnic_basket': {'children': [], 'parent': 'Container'},\n",
       " 'Picture_frame': {'children': [], 'parent': 'Entity'},\n",
       " 'Pig': {'children': [], 'parent': 'Mammal'},\n",
       " 'Pillow': {'children': [], 'parent': 'Entity'},\n",
       " 'Pineapple': {'children': [], 'parent': 'Fruit'},\n",
       " 'Pitcher': {'children': [], 'parent': 'Tableware'},\n",
       " 'Pizza': {'children': [], 'parent': 'Food'},\n",
       " 'Pizza_cutter': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Plant': {'children': ['Houseplant',\n",
       "   'Tree',\n",
       "   'Christmas_tree',\n",
       "   'Palm_tree',\n",
       "   'Maple',\n",
       "   'Willow',\n",
       "   'Flower',\n",
       "   'Lavender',\n",
       "   'Rose',\n",
       "   'Sunflower',\n",
       "   'Lily'],\n",
       "  'parent': 'Entity'},\n",
       " 'Plastic_bag': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Plate': {'children': [], 'parent': 'Tableware'},\n",
       " 'Platter': {'children': [], 'parent': 'Tableware'},\n",
       " 'Plumbing_fixture': {'children': ['Sink',\n",
       "   'Bidet',\n",
       "   'Shower',\n",
       "   'Tap',\n",
       "   'Bathtub',\n",
       "   'Toilet'],\n",
       "  'parent': 'Entity'},\n",
       " 'Polar_bear': {'children': [], 'parent': 'Bear'},\n",
       " 'Pomegranate': {'children': [], 'parent': 'Fruit'},\n",
       " 'Popcorn': {'children': [], 'parent': 'Snack'},\n",
       " 'Porch': {'children': [], 'parent': 'Entity'},\n",
       " 'Porcupine': {'children': [], 'parent': 'Mammal'},\n",
       " 'Poster': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Potato': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Power_plugs_and_sockets': {'children': [], 'parent': 'Entity'},\n",
       " 'Pressure_cooker': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Pretzel': {'children': [], 'parent': 'Baked_goods'},\n",
       " 'Printer': {'children': [], 'parent': 'Entity'},\n",
       " 'Pumpkin': {'children': [], 'parent': 'Squash'},\n",
       " 'Punching_bag': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Rabbit': {'children': [], 'parent': 'Mammal'},\n",
       " 'Raccoon': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Racket': {'children': ['Tennis_racket', 'Table_tennis_racket'],\n",
       "  'parent': 'Sports_equipment'},\n",
       " 'Radish': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Ratchet': {'children': [], 'parent': 'Tool'},\n",
       " 'Raven': {'children': [], 'parent': 'Bird'},\n",
       " 'Rays_and_skates': {'children': [], 'parent': 'Fish'},\n",
       " 'Red_panda': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Refrigerator': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Remote_control': {'children': [], 'parent': 'Entity'},\n",
       " 'Reptile': {'children': ['Dinosaur',\n",
       "   'Lizard',\n",
       "   'Snake',\n",
       "   'Turtle',\n",
       "   'Tortoise',\n",
       "   'Sea_turtle',\n",
       "   'Crocodile',\n",
       "   'Frog'],\n",
       "  'parent': 'Animal'},\n",
       " 'Rhinoceros': {'children': [], 'parent': 'Mammal'},\n",
       " 'Rifle': {'children': [], 'parent': 'Weapon'},\n",
       " 'Ring_binder': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Rocket': {'children': [], 'parent': 'Aircraft'},\n",
       " 'Roller_skates': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Rose': {'children': [], 'parent': 'Flower'},\n",
       " 'Rugby_ball': {'children': [], 'parent': 'Ball'},\n",
       " 'Ruler': {'children': [], 'parent': 'Tool'},\n",
       " 'Salad': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Salt_and_pepper_shakers': {'children': [], 'parent': 'Tableware'},\n",
       " 'Sandal': {'children': [], 'parent': 'Footwear'},\n",
       " 'Sandwich': {'children': ['Hamburger', 'Submarine_sandwich'],\n",
       "  'parent': 'Food'},\n",
       " 'Saucer': {'children': [], 'parent': 'Tableware'},\n",
       " 'Saxophone': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Scale': {'children': [], 'parent': 'Tool'},\n",
       " 'Scarf': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Scissors': {'children': [], 'parent': 'Tool'},\n",
       " 'Scoreboard': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Scorpion': {'children': [], 'parent': 'Invertebrate'},\n",
       " 'Screwdriver': {'children': [], 'parent': 'Tool'},\n",
       " 'Sculpture': {'children': ['Snowman', 'Bust', 'Bronze_sculpture'],\n",
       "  'parent': 'Entity'},\n",
       " 'Sea_lion': {'children': [], 'parent': 'Marine_mammal'},\n",
       " 'Sea_turtle': {'children': [], 'parent': 'Turtle'},\n",
       " 'Seafood': {'children': ['Squid',\n",
       "   'Shellfish',\n",
       "   'Oyster',\n",
       "   'Lobster',\n",
       "   'Shrimp',\n",
       "   'Crab'],\n",
       "  'parent': 'Food'},\n",
       " 'Seahorse': {'children': [], 'parent': 'Fish'},\n",
       " 'Seat_belt': {'children': [], 'parent': 'Auto_part'},\n",
       " 'Segway': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Serving_tray': {'children': [], 'parent': 'Tableware'},\n",
       " 'Sewing_machine': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Shark': {'children': [], 'parent': 'Fish'},\n",
       " 'Sheep': {'children': [], 'parent': 'Mammal'},\n",
       " 'Shelf': {'children': [], 'parent': 'Furniture'},\n",
       " 'Shellfish': {'children': ['Oyster', 'Lobster', 'Shrimp', 'Crab'],\n",
       "  'parent': 'Animal'},\n",
       " 'Shirt': {'children': [], 'parent': 'Clothing'},\n",
       " 'Shorts': {'children': [], 'parent': 'Clothing'},\n",
       " 'Shotgun': {'children': [], 'parent': 'Weapon'},\n",
       " 'Shower': {'children': [], 'parent': 'Plumbing_fixture'},\n",
       " 'Shrimp': {'children': [], 'parent': 'Shellfish'},\n",
       " 'Sink': {'children': [], 'parent': 'Plumbing_fixture'},\n",
       " 'Skateboard': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Ski': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Skirt': {'children': ['Miniskirt'], 'parent': 'Clothing'},\n",
       " 'Skull': {'children': [], 'parent': 'Human_body'},\n",
       " 'Skunk': {'children': [], 'parent': 'Mammal'},\n",
       " 'Skyscraper': {'children': [], 'parent': 'Building'},\n",
       " 'Slow_cooker': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Snack': {'children': ['Pretzel', 'Popcorn', 'Cookie'], 'parent': 'Food'},\n",
       " 'Snail': {'children': [], 'parent': 'Invertebrate'},\n",
       " 'Snake': {'children': [], 'parent': 'Reptile'},\n",
       " 'Snowboard': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Snowman': {'children': [], 'parent': 'Sculpture'},\n",
       " 'Snowmobile': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Snowplow': {'children': [], 'parent': 'Tool'},\n",
       " 'Soap_dispenser': {'children': [], 'parent': 'Bathroom_accessory'},\n",
       " 'Sock': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Sofa_bed': {'children': [], 'parent': 'Couch'},\n",
       " 'Sombrero': {'children': [], 'parent': 'Hat'},\n",
       " 'Sparrow': {'children': [], 'parent': 'Bird'},\n",
       " 'Spatula': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Spice_rack': {'children': [], 'parent': 'Kitchenware'},\n",
       " 'Spider': {'children': [], 'parent': 'Invertebrate'},\n",
       " 'Spoon': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Sports_equipment': {'children': ['Paddle',\n",
       "   'Ball',\n",
       "   'Football',\n",
       "   'Cricket_ball',\n",
       "   'Volleyball',\n",
       "   'Tennis_ball',\n",
       "   'Rugby_ball',\n",
       "   'Bicycle',\n",
       "   'Bicycle_wheel',\n",
       "   'Surfboard',\n",
       "   'Bow_and_arrow',\n",
       "   'Hiking_equipment',\n",
       "   'Roller_skates',\n",
       "   'Flying_disc',\n",
       "   'Baseball_bat',\n",
       "   'Baseball_glove',\n",
       "   'Punching_bag',\n",
       "   'Golf_ball',\n",
       "   'Lifejacket',\n",
       "   'Scoreboard',\n",
       "   'Snowboard',\n",
       "   'Skateboard',\n",
       "   'Ski',\n",
       "   'Bowling_equipment',\n",
       "   'Dumbbell',\n",
       "   'Stationary_bicycle',\n",
       "   'Treadmill',\n",
       "   'Training_bench',\n",
       "   'Indoor_rower',\n",
       "   'Horizontal_bar',\n",
       "   'Parachute',\n",
       "   'Racket',\n",
       "   'Tennis_racket',\n",
       "   'Table_tennis_racket',\n",
       "   'Balance_beam',\n",
       "   'Helmet',\n",
       "   'Bicycle_helmet',\n",
       "   'Football_helmet',\n",
       "   'Billiard_table'],\n",
       "  'parent': 'Entity'},\n",
       " 'Sports_uniform': {'children': [], 'parent': 'Clothing'},\n",
       " 'Squash': {'children': ['Pumpkin', 'Zucchini'], 'parent': 'Vegetable'},\n",
       " 'Squid': {'children': [], 'parent': 'Marine_invertebrates'},\n",
       " 'Squirrel': {'children': [], 'parent': 'Mammal'},\n",
       " 'Stairs': {'children': [], 'parent': 'Entity'},\n",
       " 'Stapler': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Starfish': {'children': [], 'parent': 'Marine_invertebrates'},\n",
       " 'Stationary_bicycle': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Stethoscope': {'children': [], 'parent': 'Medical_equipment'},\n",
       " 'Stool': {'children': [], 'parent': 'Furniture'},\n",
       " 'Stop_sign': {'children': [], 'parent': 'Traffic_sign'},\n",
       " 'Strawberry': {'children': [], 'parent': 'Fruit'},\n",
       " 'Street_light': {'children': [], 'parent': 'Entity'},\n",
       " 'Stretcher': {'children': [], 'parent': 'Medical_equipment'},\n",
       " 'Studio_couch': {'children': [], 'parent': 'Bed'},\n",
       " 'Submarine': {'children': [], 'parent': 'Watercraft'},\n",
       " 'Submarine_sandwich': {'children': [], 'parent': 'Sandwich'},\n",
       " 'Suit': {'children': [], 'parent': 'Clothing'},\n",
       " 'Suitcase': {'children': [], 'parent': 'Luggage_and_bags'},\n",
       " 'Sun_hat': {'children': [], 'parent': 'Hat'},\n",
       " 'Sunflower': {'children': [], 'parent': 'Flower'},\n",
       " 'Sunglasses': {'children': [], 'parent': 'Personal_care'},\n",
       " 'Surfboard': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Sushi': {'children': [], 'parent': 'Food'},\n",
       " 'Swan': {'children': [], 'parent': 'Bird'},\n",
       " 'Swim_cap': {'children': [], 'parent': 'Clothing'},\n",
       " 'Swimming_pool': {'children': [], 'parent': 'Entity'},\n",
       " 'Swimwear': {'children': [], 'parent': 'Clothing'},\n",
       " 'Sword': {'children': [], 'parent': 'Weapon'},\n",
       " 'Syringe': {'children': [], 'parent': 'Medical_equipment'},\n",
       " 'Table': {'children': ['Coffee_table', 'Kitchen_&_dining_room_table'],\n",
       "  'parent': 'Furniture'},\n",
       " 'Table_tennis_racket': {'children': [], 'parent': 'Racket'},\n",
       " 'Tablet_computer': {'children': [], 'parent': 'Entity'},\n",
       " 'Tableware': {'children': ['Chopsticks',\n",
       "   'Teapot',\n",
       "   'Mug',\n",
       "   'Coffee_cup',\n",
       "   'Salt_and_pepper_shakers',\n",
       "   'Mixing_bowl',\n",
       "   'Saucer',\n",
       "   'Cocktail_shaker',\n",
       "   'Bottle',\n",
       "   'Bowl',\n",
       "   'Plate',\n",
       "   'Pitcher',\n",
       "   'Kitchen_knife',\n",
       "   'Jug',\n",
       "   'Platter',\n",
       "   'Wine_glass',\n",
       "   'Spoon',\n",
       "   'Fork',\n",
       "   'Serving_tray',\n",
       "   'Cake_stand'],\n",
       "  'parent': 'Kitchenware'},\n",
       " 'Taco': {'children': [], 'parent': 'Food'},\n",
       " 'Tank': {'children': [], 'parent': 'Weapon'},\n",
       " 'Tap': {'children': [], 'parent': 'Plumbing_fixture'},\n",
       " 'Tart': {'children': [], 'parent': 'Pastry'},\n",
       " 'Taxi': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Tea': {'children': [], 'parent': 'Drink'},\n",
       " 'Teapot': {'children': [], 'parent': 'Tableware'},\n",
       " 'Teddy_bear': {'children': [], 'parent': 'Bear'},\n",
       " 'Telephone': {'children': ['Mobile_phone', 'Corded_phone'],\n",
       "  'parent': 'Entity'},\n",
       " 'Television': {'children': [], 'parent': 'Entity'},\n",
       " 'Tennis_ball': {'children': [], 'parent': 'Ball'},\n",
       " 'Tennis_racket': {'children': [], 'parent': 'Racket'},\n",
       " 'Tent': {'children': [], 'parent': 'Entity'},\n",
       " 'Tiara': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Tick': {'children': [], 'parent': 'Invertebrate'},\n",
       " 'Tie': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Tiger': {'children': [], 'parent': 'Carnivore'},\n",
       " 'Tin_can': {'children': [], 'parent': 'Container'},\n",
       " 'Tire': {'children': [], 'parent': 'Auto_part'},\n",
       " 'Toaster': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Toilet': {'children': [], 'parent': 'Plumbing_fixture'},\n",
       " 'Toilet_paper': {'children': [], 'parent': 'Bathroom_accessory'},\n",
       " 'Tomato': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Tool': {'children': ['Container',\n",
       "   'Tin_can',\n",
       "   'Barrel',\n",
       "   'Bottle',\n",
       "   'Picnic_basket',\n",
       "   'Jug',\n",
       "   'Waste_container',\n",
       "   'Beaker',\n",
       "   'Flowerpot',\n",
       "   'Ladder',\n",
       "   'Toothbrush',\n",
       "   'Screwdriver',\n",
       "   'Drill',\n",
       "   'Chainsaw',\n",
       "   'Wrench',\n",
       "   'Flashlight',\n",
       "   'Scissors',\n",
       "   'Ratchet',\n",
       "   'Kitchen_utensil',\n",
       "   'Chopsticks',\n",
       "   'Ladle',\n",
       "   'Spatula',\n",
       "   'Can_opener',\n",
       "   'Cutting_board',\n",
       "   'Whisk',\n",
       "   'Drinking_straw',\n",
       "   'Knife',\n",
       "   'Bottle_opener',\n",
       "   'Measuring_cup',\n",
       "   'Pizza_cutter',\n",
       "   'Spoon',\n",
       "   'Fork',\n",
       "   'Hammer',\n",
       "   'Scale',\n",
       "   'Snowplow',\n",
       "   'Nail',\n",
       "   'Tripod',\n",
       "   'Torch',\n",
       "   'Chisel',\n",
       "   'Axe',\n",
       "   'Camera',\n",
       "   'Grinder',\n",
       "   'Ruler',\n",
       "   'Binoculars'],\n",
       "  'parent': 'Entity'},\n",
       " 'Toothbrush': {'children': [], 'parent': 'Tool'},\n",
       " 'Torch': {'children': [], 'parent': 'Tool'},\n",
       " 'Tortoise': {'children': [], 'parent': 'Turtle'},\n",
       " 'Towel': {'children': [], 'parent': 'Bathroom_accessory'},\n",
       " 'Tower': {'children': [], 'parent': 'Building'},\n",
       " 'Toy': {'children': ['Doll',\n",
       "   'Balloon',\n",
       "   'Dice',\n",
       "   'Flying_disc',\n",
       "   'Kite',\n",
       "   'Teddy_bear'],\n",
       "  'parent': 'Entity'},\n",
       " 'Traffic_light': {'children': [], 'parent': 'Entity'},\n",
       " 'Traffic_sign': {'children': ['Stop_sign'], 'parent': 'Entity'},\n",
       " 'Train': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Training_bench': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Treadmill': {'children': [], 'parent': 'Sports_equipment'},\n",
       " 'Tree': {'children': ['Christmas_tree', 'Palm_tree', 'Maple', 'Willow'],\n",
       "  'parent': 'Plant'},\n",
       " 'Tree_house': {'children': [], 'parent': 'Building'},\n",
       " 'Tripod': {'children': [], 'parent': 'Tool'},\n",
       " 'Trombone': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Trousers': {'children': ['Jeans'], 'parent': 'Clothing'},\n",
       " 'Truck': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Trumpet': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Turkey': {'children': [], 'parent': 'Bird'},\n",
       " 'Turtle': {'children': ['Tortoise', 'Sea_turtle'], 'parent': 'Reptile'},\n",
       " 'Umbrella': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Unicycle': {'children': [], 'parent': 'Land_vehicle'},\n",
       " 'Van': {'children': [], 'parent': 'Car'},\n",
       " 'Vase': {'children': [], 'parent': 'Entity'},\n",
       " 'Vegetable': {'children': ['Cucumber',\n",
       "   'Radish',\n",
       "   'Artichoke',\n",
       "   'Potato',\n",
       "   'Tomato',\n",
       "   'Asparagus',\n",
       "   'Squash',\n",
       "   'Pumpkin',\n",
       "   'Zucchini',\n",
       "   'Cabbage',\n",
       "   'Carrot',\n",
       "   'Salad',\n",
       "   'Broccoli',\n",
       "   'Bell_pepper',\n",
       "   'Winter_melon'],\n",
       "  'parent': 'Food'},\n",
       " 'Vehicle': {'children': ['Land_vehicle',\n",
       "   'Auto_part',\n",
       "   'Vehicle_registration_plate',\n",
       "   'Wheel',\n",
       "   'Seat_belt',\n",
       "   'Tire',\n",
       "   'Ambulance',\n",
       "   'Cart',\n",
       "   'Bicycle',\n",
       "   'Bicycle_wheel',\n",
       "   'Bus',\n",
       "   'Snowmobile',\n",
       "   'Golf_cart',\n",
       "   'Motorcycle',\n",
       "   'Segway',\n",
       "   'Tank',\n",
       "   'Train',\n",
       "   'Truck',\n",
       "   'Unicycle',\n",
       "   'Car',\n",
       "   'Limousine',\n",
       "   'Van',\n",
       "   'Taxi',\n",
       "   'Wheelchair',\n",
       "   'Watercraft',\n",
       "   'Boat',\n",
       "   'Barge',\n",
       "   'Gondola',\n",
       "   'Canoe',\n",
       "   'Jet_ski',\n",
       "   'Submarine',\n",
       "   'Aircraft',\n",
       "   'Helicopter',\n",
       "   'Airplane',\n",
       "   'Rocket'],\n",
       "  'parent': 'Entity'},\n",
       " 'Vehicle_registration_plate': {'children': [], 'parent': 'Auto_part'},\n",
       " 'Violin': {'children': [], 'parent': 'Musical_instrument'},\n",
       " 'Volleyball': {'children': [], 'parent': 'Ball'},\n",
       " 'Waffle': {'children': [], 'parent': 'Food'},\n",
       " 'Waffle_iron': {'children': [], 'parent': 'Kitchen_appliance'},\n",
       " 'Wall_clock': {'children': [], 'parent': 'Clock'},\n",
       " 'Wardrobe': {'children': [], 'parent': 'Furniture'},\n",
       " 'Washing_machine': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Waste_container': {'children': [], 'parent': 'Container'},\n",
       " 'Watch': {'children': [], 'parent': 'Fashion_accessory'},\n",
       " 'Watercraft': {'children': ['Boat',\n",
       "   'Barge',\n",
       "   'Gondola',\n",
       "   'Canoe',\n",
       "   'Jet_ski',\n",
       "   'Submarine'],\n",
       "  'parent': 'Vehicle'},\n",
       " 'Watermelon': {'children': [], 'parent': 'Fruit'},\n",
       " 'Weapon': {'children': ['Bow_and_arrow',\n",
       "   'Cannon',\n",
       "   'Dagger',\n",
       "   'Knife',\n",
       "   'Rifle',\n",
       "   'Shotgun',\n",
       "   'Tank',\n",
       "   'Axe',\n",
       "   'Handgun',\n",
       "   'Sword',\n",
       "   'Missile',\n",
       "   'Bomb'],\n",
       "  'parent': 'Entity'},\n",
       " 'Whale': {'children': [], 'parent': 'Marine_mammal'},\n",
       " 'Wheel': {'children': [], 'parent': 'Auto_part'},\n",
       " 'Wheelchair': {'children': [], 'parent': 'Personal_care'},\n",
       " 'Whisk': {'children': [], 'parent': 'Kitchen_utensil'},\n",
       " 'Whiteboard': {'children': [], 'parent': 'Office_supplies'},\n",
       " 'Willow': {'children': [], 'parent': 'Tree'},\n",
       " 'Window': {'children': [], 'parent': 'Entity'},\n",
       " 'Window_blind': {'children': [], 'parent': 'Entity'},\n",
       " 'Wine': {'children': [], 'parent': 'Drink'},\n",
       " 'Wine_glass': {'children': [], 'parent': 'Tableware'},\n",
       " 'Wine_rack': {'children': [], 'parent': 'Furniture'},\n",
       " 'Winter_melon': {'children': [], 'parent': 'Vegetable'},\n",
       " 'Wok': {'children': [], 'parent': 'Kitchenware'},\n",
       " 'Woman': {'children': [], 'parent': 'Person'},\n",
       " 'Wood-burning_stove': {'children': [], 'parent': 'Home_appliance'},\n",
       " 'Woodpecker': {'children': [], 'parent': 'Bird'},\n",
       " 'Worm': {'children': [], 'parent': 'Invertebrate'},\n",
       " 'Wrench': {'children': [], 'parent': 'Tool'},\n",
       " 'Zebra': {'children': [], 'parent': 'Mammal'},\n",
       " 'Zucchini': {'children': [], 'parent': 'Squash'}}"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "classes_hierchy_dict"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following is the sample SQL to insert values with hieratical labels into DB"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "INSERT INTO labels (label_name, parent_name, children,image_count,updated_date) VALUES\n",
    "    ('Think_thin_high_protein_caramel_fudge', 'protein_bar', NULL , 0,(SELECT NOW())),\n",
    "    ('protein_bar', 'packaged_food', '{\"Think_thin_high_protein_caramel_fudge\"}', 0,(SELECT NOW())),\n",
    "    ('packaged_food', 'food', '{\"protein_bar\",\"snack\"}'  , 0,(SELECT NOW()) ),\n",
    "\t('Apple', 'fruit', NULL, 0 ,(SELECT NOW())),\n",
    "\t('fruit', 'food', '{\"Apple\",\"Banana\"}' , 0 ,(SELECT NOW()) ),\n",
    "\t('food', 'Entity', '{\"packaged_food\",\"fruit\"}', 0 ,(SELECT NOW())),\n",
    "\t('furniture', 'equipment', '{\"chair\",\"diningtable\",\"sofa\"}', 0 ,(SELECT NOW())),\n",
    "\t('equipment', 'Entity', '{\"container\",\"furniture\"}', 0 ,(SELECT NOW())),\n",
    "\t('animal', 'Entity', '{\"bird\", \"cat\",\"dog\",\"cow\",\"horse\",\"sheep\"}' , 0,(SELECT NOW())),\n",
    "\t('transportation', 'Entity', '{\"train\", \"motorbike\",\"car\",\"bus\",\"boat\",\"bicylce\", \"aeroplane\"}', 0 ,(SELECT NOW())),\n",
    "\t('Entity', null,  '{\"food\", \"animal\", \"equipment\", \"person\", \"transportation\"}' , 0 ,(SELECT NOW())  );\n",
    "\t\t\t\t\t\t\n",
    "SELECT * \n",
    "FROM labels;\t\t\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "key:  Entity\n",
      "parent:  None\n",
      "key:  Coin\n",
      "parent:  Entity\n",
      "key:  Flag\n",
      "parent:  Entity\n",
      "key:  Light_bulb\n",
      "parent:  Entity\n",
      "key:  Toy\n",
      "parent:  Entity\n",
      "key:  Doll\n",
      "parent:  Toy\n",
      "key:  Balloon\n",
      "parent:  Toy\n",
      "key:  Dice\n",
      "parent:  Toy\n",
      "key:  Flying_disc\n",
      "parent:  Sports_equipment\n",
      "key:  Kite\n",
      "parent:  Toy\n",
      "key:  Teddy_bear\n",
      "parent:  Bear\n",
      "key:  Home_appliance\n",
      "parent:  Entity\n",
      "key:  Washing_machine\n",
      "parent:  Home_appliance\n",
      "key:  Toaster\n",
      "parent:  Home_appliance\n",
      "key:  Oven\n",
      "parent:  Kitchen_appliance\n",
      "key:  Blender\n",
      "parent:  Kitchen_appliance\n",
      "key:  Gas_stove\n",
      "parent:  Home_appliance\n",
      "key:  Mechanical_fan\n",
      "parent:  Home_appliance\n",
      "key:  Heater\n",
      "parent:  Home_appliance\n",
      "key:  Kettle\n",
      "parent:  Home_appliance\n",
      "key:  Hair_dryer\n",
      "parent:  Home_appliance\n",
      "key:  Refrigerator\n",
      "parent:  Kitchen_appliance\n",
      "key:  Wood-burning_stove\n",
      "parent:  Home_appliance\n",
      "key:  Humidifier\n",
      "parent:  Home_appliance\n",
      "key:  Mixer\n",
      "parent:  Kitchen_appliance\n",
      "key:  Coffeemaker\n",
      "parent:  Kitchen_appliance\n",
      "key:  Microwave_oven\n",
      "parent:  Kitchen_appliance\n",
      "key:  Dishwasher\n",
      "parent:  Kitchen_appliance\n",
      "key:  Sewing_machine\n",
      "parent:  Home_appliance\n",
      "key:  Hand_dryer\n",
      "parent:  Home_appliance\n",
      "key:  Ceiling_fan\n",
      "parent:  Home_appliance\n",
      "key:  Plumbing_fixture\n",
      "parent:  Entity\n",
      "key:  Sink\n",
      "parent:  Plumbing_fixture\n",
      "key:  Bidet\n",
      "parent:  Plumbing_fixture\n",
      "key:  Shower\n",
      "parent:  Plumbing_fixture\n",
      "key:  Tap\n",
      "parent:  Plumbing_fixture\n",
      "key:  Bathtub\n",
      "parent:  Plumbing_fixture\n",
      "key:  Toilet\n",
      "parent:  Plumbing_fixture\n",
      "key:  Office_supplies\n",
      "parent:  Entity\n",
      "key:  Scissors\n",
      "parent:  Tool\n",
      "key:  Poster\n",
      "parent:  Office_supplies\n",
      "key:  Calculator\n",
      "parent:  Office_supplies\n",
      "key:  Box\n",
      "parent:  Office_supplies\n",
      "key:  Stapler\n",
      "parent:  Office_supplies\n",
      "key:  Whiteboard\n",
      "parent:  Office_supplies\n",
      "key:  Pencil_sharpener\n",
      "parent:  Office_supplies\n",
      "key:  Eraser\n",
      "parent:  Office_supplies\n",
      "key:  Fax\n",
      "parent:  Office_supplies\n",
      "key:  Adhesive_tape\n",
      "parent:  Office_supplies\n",
      "key:  Ring_binder\n",
      "parent:  Office_supplies\n",
      "key:  Pencil_case\n",
      "parent:  Office_supplies\n",
      "key:  Plastic_bag\n",
      "parent:  Office_supplies\n",
      "key:  Paper_cutter\n",
      "parent:  Office_supplies\n",
      "key:  Toilet_paper\n",
      "parent:  Bathroom_accessory\n",
      "key:  Envelope\n",
      "parent:  Office_supplies\n",
      "key:  Pen\n",
      "parent:  Office_supplies\n",
      "key:  Paper_towel\n",
      "parent:  Entity\n",
      "key:  Pillow\n",
      "parent:  Entity\n",
      "key:  Kitchenware\n",
      "parent:  Entity\n",
      "key:  Kitchen_utensil\n",
      "parent:  Tool\n",
      "key:  Chopsticks\n",
      "parent:  Kitchen_utensil\n",
      "key:  Ladle\n",
      "parent:  Kitchen_utensil\n",
      "key:  Spatula\n",
      "parent:  Kitchen_utensil\n",
      "key:  Can_opener\n",
      "parent:  Kitchen_utensil\n",
      "key:  Cutting_board\n",
      "parent:  Kitchen_utensil\n",
      "key:  Whisk\n",
      "parent:  Kitchen_utensil\n",
      "key:  Drinking_straw\n",
      "parent:  Kitchen_utensil\n",
      "key:  Knife\n",
      "parent:  Weapon\n",
      "key:  Bottle_opener\n",
      "parent:  Kitchen_utensil\n",
      "key:  Measuring_cup\n",
      "parent:  Kitchen_utensil\n",
      "key:  Pizza_cutter\n",
      "parent:  Kitchen_utensil\n",
      "key:  Spoon\n",
      "parent:  Kitchen_utensil\n",
      "key:  Fork\n",
      "parent:  Kitchen_utensil\n",
      "key:  Tableware\n",
      "parent:  Kitchenware\n",
      "key:  Teapot\n",
      "parent:  Tableware\n",
      "key:  Mug\n",
      "parent:  Tableware\n",
      "key:  Coffee_cup\n",
      "parent:  Tableware\n",
      "key:  Salt_and_pepper_shakers\n",
      "parent:  Tableware\n",
      "key:  Mixing_bowl\n",
      "parent:  Tableware\n",
      "key:  Saucer\n",
      "parent:  Tableware\n",
      "key:  Cocktail_shaker\n",
      "parent:  Tableware\n",
      "key:  Bottle\n",
      "parent:  Container\n",
      "key:  Bowl\n",
      "parent:  Tableware\n",
      "key:  Plate\n",
      "parent:  Tableware\n",
      "key:  Pitcher\n",
      "parent:  Tableware\n",
      "key:  Kitchen_knife\n",
      "parent:  Tableware\n",
      "key:  Jug\n",
      "parent:  Container\n",
      "key:  Platter\n",
      "parent:  Tableware\n",
      "key:  Wine_glass\n",
      "parent:  Tableware\n",
      "key:  Serving_tray\n",
      "parent:  Tableware\n",
      "key:  Cake_stand\n",
      "parent:  Tableware\n",
      "key:  Frying_pan\n",
      "parent:  Kitchenware\n",
      "key:  Wok\n",
      "parent:  Kitchenware\n",
      "key:  Spice_rack\n",
      "parent:  Kitchenware\n",
      "key:  Kitchen_appliance\n",
      "parent:  Kitchenware\n",
      "key:  Slow_cooker\n",
      "parent:  Kitchen_appliance\n",
      "key:  Food_processor\n",
      "parent:  Kitchen_appliance\n",
      "key:  Waffle_iron\n",
      "parent:  Kitchen_appliance\n",
      "key:  Pressure_cooker\n",
      "parent:  Kitchen_appliance\n",
      "key:  Fireplace\n",
      "parent:  Entity\n",
      "key:  Countertop\n",
      "parent:  Entity\n",
      "key:  Book\n",
      "parent:  Entity\n",
      "key:  Furniture\n",
      "parent:  Entity\n",
      "key:  Chair\n",
      "parent:  Furniture\n",
      "key:  Cabinetry\n",
      "parent:  Furniture\n",
      "key:  Desk\n",
      "parent:  Furniture\n",
      "key:  Wine_rack\n",
      "parent:  Furniture\n",
      "key:  Couch\n",
      "parent:  Furniture\n",
      "key:  Sofa_bed\n",
      "parent:  Couch\n",
      "key:  Loveseat\n",
      "parent:  Couch\n",
      "key:  Wardrobe\n",
      "parent:  Furniture\n",
      "key:  Nightstand\n",
      "parent:  Furniture\n",
      "key:  Bookcase\n",
      "parent:  Furniture\n",
      "key:  Bed\n",
      "parent:  Furniture\n",
      "key:  Infant_bed\n",
      "parent:  Bed\n",
      "key:  Studio_couch\n",
      "parent:  Bed\n",
      "key:  Filing_cabinet\n",
      "parent:  Furniture\n",
      "key:  Table\n",
      "parent:  Furniture\n",
      "key:  Coffee_table\n",
      "parent:  Table\n",
      "key:  Kitchen_&_dining_room_table\n",
      "parent:  Table\n",
      "key:  Chest_of_drawers\n",
      "parent:  Furniture\n",
      "key:  Cupboard\n",
      "parent:  Furniture\n",
      "key:  Bench\n",
      "parent:  Furniture\n",
      "key:  Drawer\n",
      "parent:  Furniture\n",
      "key:  Stool\n",
      "parent:  Furniture\n",
      "key:  Shelf\n",
      "parent:  Furniture\n",
      "key:  Wall_clock\n",
      "parent:  Clock\n",
      "key:  Bathroom_cabinet\n",
      "parent:  Furniture\n",
      "key:  Closet\n",
      "parent:  Furniture\n",
      "key:  Dog_bed\n",
      "parent:  Entity\n",
      "key:  Cat_furniture\n",
      "parent:  Entity\n",
      "key:  Lantern\n",
      "parent:  Entity\n",
      "key:  Clock\n",
      "parent:  Entity\n",
      "key:  Alarm_clock\n",
      "parent:  Clock\n",
      "key:  Digital_clock\n",
      "parent:  Clock\n",
      "key:  Vase\n",
      "parent:  Entity\n",
      "key:  Window_blind\n",
      "parent:  Entity\n",
      "key:  Curtain\n",
      "parent:  Entity\n",
      "key:  Mirror\n",
      "parent:  Entity\n",
      "key:  Sculpture\n",
      "parent:  Entity\n",
      "key:  Snowman\n",
      "parent:  Sculpture\n",
      "key:  Bust\n",
      "parent:  Sculpture\n",
      "key:  Bronze_sculpture\n",
      "parent:  Sculpture\n",
      "key:  Picture_frame\n",
      "parent:  Entity\n",
      "key:  Candle\n",
      "parent:  Entity\n",
      "key:  Lamp\n",
      "parent:  Entity\n",
      "key:  Bathroom_accessory\n",
      "parent:  Entity\n",
      "key:  Towel\n",
      "parent:  Bathroom_accessory\n",
      "key:  Soap_dispenser\n",
      "parent:  Bathroom_accessory\n",
      "key:  Facial_tissue_holder\n",
      "parent:  Bathroom_accessory\n",
      "key:  Beehive\n",
      "parent:  Entity\n",
      "key:  Tent\n",
      "parent:  Entity\n",
      "key:  Parking_meter\n",
      "parent:  Entity\n",
      "key:  Traffic_light\n",
      "parent:  Entity\n",
      "key:  Billboard\n",
      "parent:  Entity\n",
      "key:  Traffic_sign\n",
      "parent:  Entity\n",
      "key:  Stop_sign\n",
      "parent:  Traffic_sign\n",
      "key:  Fire_hydrant\n",
      "parent:  Entity\n",
      "key:  Fountain\n",
      "parent:  Entity\n",
      "key:  Street_light\n",
      "parent:  Entity\n",
      "key:  Jacuzzi\n",
      "parent:  Entity\n",
      "key:  Building\n",
      "parent:  Entity\n",
      "key:  Medical_equipment\n",
      "parent:  Entity\n",
      "key:  Syringe\n",
      "parent:  Medical_equipment\n",
      "key:  Stretcher\n",
      "parent:  Medical_equipment\n",
      "key:  Stethoscope\n",
      "parent:  Medical_equipment\n",
      "key:  Band-aid\n",
      "parent:  Medical_equipment\n",
      "key:  Musical_instrument\n",
      "parent:  Entity\n",
      "key:  Organ\n",
      "parent:  Musical_instrument\n",
      "key:  Banjo\n",
      "parent:  Musical_instrument\n",
      "key:  Cello\n",
      "parent:  Musical_instrument\n",
      "key:  Drum\n",
      "parent:  Musical_instrument\n",
      "key:  Horn\n",
      "parent:  Musical_instrument\n",
      "key:  Guitar\n",
      "parent:  Musical_instrument\n",
      "key:  Harp\n",
      "parent:  Musical_instrument\n",
      "key:  Harpsichord\n",
      "parent:  Musical_instrument\n",
      "key:  Harmonica\n",
      "parent:  Musical_instrument\n",
      "key:  Musical_keyboard\n",
      "parent:  Musical_instrument\n",
      "key:  Oboe\n",
      "parent:  Musical_instrument\n",
      "key:  Piano\n",
      "parent:  Musical_instrument\n",
      "key:  Saxophone\n",
      "parent:  Musical_instrument\n",
      "key:  Trombone\n",
      "parent:  Musical_instrument\n",
      "key:  Trumpet\n",
      "parent:  Musical_instrument\n",
      "key:  Violin\n",
      "parent:  Musical_instrument\n",
      "key:  Chime\n",
      "parent:  Musical_instrument\n",
      "key:  Flute\n",
      "parent:  Musical_instrument\n",
      "key:  Accordion\n",
      "parent:  Musical_instrument\n",
      "key:  Maracas\n",
      "parent:  Musical_instrument\n",
      "key:  Sports_equipment\n",
      "parent:  Entity\n",
      "key:  Paddle\n",
      "parent:  Sports_equipment\n",
      "key:  Ball\n",
      "parent:  Sports_equipment\n",
      "key:  Football\n",
      "parent:  Ball\n",
      "key:  Cricket_ball\n",
      "parent:  Ball\n",
      "key:  Volleyball\n",
      "parent:  Ball\n",
      "key:  Tennis_ball\n",
      "parent:  Ball\n",
      "key:  Rugby_ball\n",
      "parent:  Ball\n",
      "key:  Bicycle\n",
      "parent:  Sports_equipment\n",
      "key:  Bicycle_wheel\n",
      "parent:  Entity\n",
      "key:  Surfboard\n",
      "parent:  Sports_equipment\n",
      "key:  Bow_and_arrow\n",
      "parent:  Weapon\n",
      "key:  Hiking_equipment\n",
      "parent:  Sports_equipment\n",
      "key:  Roller_skates\n",
      "parent:  Sports_equipment\n",
      "key:  Baseball_bat\n",
      "parent:  Sports_equipment\n",
      "key:  Baseball_glove\n",
      "parent:  Sports_equipment\n",
      "key:  Punching_bag\n",
      "parent:  Sports_equipment\n",
      "key:  Golf_ball\n",
      "parent:  Sports_equipment\n",
      "key:  Lifejacket\n",
      "parent:  Sports_equipment\n",
      "key:  Scoreboard\n",
      "parent:  Sports_equipment\n",
      "key:  Snowboard\n",
      "parent:  Sports_equipment\n",
      "key:  Skateboard\n",
      "parent:  Sports_equipment\n",
      "key:  Ski\n",
      "parent:  Sports_equipment\n",
      "key:  Bowling_equipment\n",
      "parent:  Sports_equipment\n",
      "key:  Dumbbell\n",
      "parent:  Sports_equipment\n",
      "key:  Stationary_bicycle\n",
      "parent:  Sports_equipment\n",
      "key:  Treadmill\n",
      "parent:  Sports_equipment\n",
      "key:  Training_bench\n",
      "parent:  Sports_equipment\n",
      "key:  Indoor_rower\n",
      "parent:  Sports_equipment\n",
      "key:  Horizontal_bar\n",
      "parent:  Sports_equipment\n",
      "key:  Parachute\n",
      "parent:  Sports_equipment\n",
      "key:  Racket\n",
      "parent:  Sports_equipment\n",
      "key:  Tennis_racket\n",
      "parent:  Racket\n",
      "key:  Table_tennis_racket\n",
      "parent:  Racket\n",
      "key:  Balance_beam\n",
      "parent:  Sports_equipment\n",
      "key:  Helmet\n",
      "parent:  Sports_equipment\n",
      "key:  Bicycle_helmet\n",
      "parent:  Helmet\n",
      "key:  Football_helmet\n",
      "parent:  Helmet\n",
      "key:  Billiard_table\n",
      "parent:  Sports_equipment\n",
      "key:  Tool\n",
      "parent:  Entity\n",
      "key:  Container\n",
      "parent:  Tool\n",
      "key:  Tin_can\n",
      "parent:  Container\n",
      "key:  Barrel\n",
      "parent:  Container\n",
      "key:  Picnic_basket\n",
      "parent:  Container\n",
      "key:  Waste_container\n",
      "parent:  Container\n",
      "key:  Beaker\n",
      "parent:  Container\n",
      "key:  Flowerpot\n",
      "parent:  Container\n",
      "key:  Ladder\n",
      "parent:  Tool\n",
      "key:  Toothbrush\n",
      "parent:  Tool\n",
      "key:  Screwdriver\n",
      "parent:  Tool\n",
      "key:  Drill\n",
      "parent:  Tool\n",
      "key:  Chainsaw\n",
      "parent:  Tool\n",
      "key:  Wrench\n",
      "parent:  Tool\n",
      "key:  Flashlight\n",
      "parent:  Tool\n",
      "key:  Ratchet\n",
      "parent:  Tool\n",
      "key:  Hammer\n",
      "parent:  Tool\n",
      "key:  Scale\n",
      "parent:  Tool\n",
      "key:  Snowplow\n",
      "parent:  Tool\n",
      "key:  Nail\n",
      "parent:  Tool\n",
      "key:  Tripod\n",
      "parent:  Tool\n",
      "key:  Torch\n",
      "parent:  Tool\n",
      "key:  Chisel\n",
      "parent:  Tool\n",
      "key:  Axe\n",
      "parent:  Weapon\n",
      "key:  Camera\n",
      "parent:  Tool\n",
      "key:  Grinder\n",
      "parent:  Tool\n",
      "key:  Ruler\n",
      "parent:  Tool\n",
      "key:  Binoculars\n",
      "parent:  Tool\n",
      "key:  Weapon\n",
      "parent:  Entity\n",
      "key:  Cannon\n",
      "parent:  Weapon\n",
      "key:  Dagger\n",
      "parent:  Weapon\n",
      "key:  Rifle\n",
      "parent:  Weapon\n",
      "key:  Shotgun\n",
      "parent:  Weapon\n",
      "key:  Tank\n",
      "parent:  Weapon\n",
      "key:  Handgun\n",
      "parent:  Weapon\n",
      "key:  Sword\n",
      "parent:  Weapon\n",
      "key:  Missile\n",
      "parent:  Weapon\n",
      "key:  Bomb\n",
      "parent:  Weapon\n",
      "key:  Cassette_deck\n",
      "parent:  Entity\n",
      "key:  Headphones\n",
      "parent:  Entity\n",
      "key:  Laptop\n",
      "parent:  Entity\n",
      "key:  Computer_keyboard\n",
      "parent:  Entity\n",
      "key:  Printer\n",
      "parent:  Entity\n",
      "key:  Computer_mouse\n",
      "parent:  Entity\n",
      "key:  Computer_monitor\n",
      "parent:  Entity\n",
      "key:  Power_plugs_and_sockets\n",
      "parent:  Entity\n",
      "key:  Light_switch\n",
      "parent:  Entity\n",
      "key:  Television\n",
      "parent:  Entity\n",
      "key:  Telephone\n",
      "parent:  Entity\n",
      "key:  Mobile_phone\n",
      "parent:  Telephone\n",
      "key:  Corded_phone\n",
      "parent:  Telephone\n",
      "key:  Tablet_computer\n",
      "parent:  Entity\n",
      "key:  Microphone\n",
      "parent:  Entity\n",
      "key:  Ipod\n",
      "parent:  Entity\n",
      "key:  Remote_control\n",
      "parent:  Entity\n",
      "key:  Tree_house\n",
      "parent:  Building\n",
      "key:  Lighthouse\n",
      "parent:  Building\n",
      "key:  Skyscraper\n",
      "parent:  Building\n",
      "key:  Castle\n",
      "parent:  Building\n",
      "key:  Tower\n",
      "parent:  Building\n",
      "key:  House\n",
      "parent:  Building\n",
      "key:  Office_building\n",
      "parent:  Building\n",
      "key:  Convenience_store\n",
      "parent:  Building\n",
      "key:  Swimming_pool\n",
      "parent:  Entity\n",
      "key:  Person\n",
      "parent:  Entity\n",
      "key:  Human_body\n",
      "parent:  Entity\n",
      "key:  Human_eye\n",
      "parent:  Human_body\n",
      "key:  Skull\n",
      "parent:  Human_body\n",
      "key:  Human_head\n",
      "parent:  Human_body\n",
      "key:  Human_face\n",
      "parent:  Human_body\n",
      "key:  Human_mouth\n",
      "parent:  Human_body\n",
      "key:  Human_ear\n",
      "parent:  Human_body\n",
      "key:  Human_nose\n",
      "parent:  Human_body\n",
      "key:  Human_hair\n",
      "parent:  Human_body\n",
      "key:  Human_hand\n",
      "parent:  Human_body\n",
      "key:  Human_foot\n",
      "parent:  Human_body\n",
      "key:  Human_arm\n",
      "parent:  Human_body\n",
      "key:  Human_leg\n",
      "parent:  Human_body\n",
      "key:  Human_beard\n",
      "parent:  Human_body\n",
      "key:  Man\n",
      "parent:  Person\n",
      "key:  Woman\n",
      "parent:  Person\n",
      "key:  Boy\n",
      "parent:  Person\n",
      "key:  Girl\n",
      "parent:  Person\n",
      "key:  Food\n",
      "parent:  Entity\n",
      "key:  Fast_food\n",
      "parent:  Food\n",
      "key:  Hot_dog\n",
      "parent:  Fast_food\n",
      "key:  French_fries\n",
      "parent:  Fast_food\n",
      "key:  Waffle\n",
      "parent:  Food\n",
      "key:  Pancake\n",
      "parent:  Food\n",
      "key:  Burrito\n",
      "parent:  Food\n",
      "key:  Snack\n",
      "parent:  Food\n",
      "key:  Pretzel\n",
      "parent:  Baked_goods\n",
      "key:  Popcorn\n",
      "parent:  Snack\n",
      "key:  Cookie\n",
      "parent:  Baked_goods\n",
      "key:  Dessert\n",
      "parent:  Food\n",
      "key:  Muffin\n",
      "parent:  Baked_goods\n",
      "key:  Ice_cream\n",
      "parent:  Dessert\n",
      "key:  Cake\n",
      "parent:  Dessert\n",
      "key:  Candy\n",
      "parent:  Dessert\n",
      "key:  Guacamole\n",
      "parent:  Food\n",
      "key:  Fruit\n",
      "parent:  Food\n",
      "key:  Apple\n",
      "parent:  Fruit\n",
      "key:  Grape\n",
      "parent:  Fruit\n",
      "key:  Common_fig\n",
      "parent:  Fruit\n",
      "key:  Pear\n",
      "parent:  Fruit\n",
      "key:  Strawberry\n",
      "parent:  Fruit\n",
      "key:  Tomato\n",
      "parent:  Vegetable\n",
      "key:  Lemon\n",
      "parent:  Fruit\n",
      "key:  Banana\n",
      "parent:  Fruit\n",
      "key:  Orange\n",
      "parent:  Fruit\n",
      "key:  Peach\n",
      "parent:  Fruit\n",
      "key:  Mango\n",
      "parent:  Fruit\n",
      "key:  Pineapple\n",
      "parent:  Fruit\n",
      "key:  Grapefruit\n",
      "parent:  Fruit\n",
      "key:  Pomegranate\n",
      "parent:  Fruit\n",
      "key:  Watermelon\n",
      "parent:  Fruit\n",
      "key:  Cantaloupe\n",
      "parent:  Fruit\n",
      "key:  Egg\n",
      "parent:  Food\n",
      "key:  Baked_goods\n",
      "parent:  Food\n",
      "key:  Bagel\n",
      "parent:  Baked_goods\n",
      "key:  Bread\n",
      "parent:  Baked_goods\n",
      "key:  Pastry\n",
      "parent:  Baked_goods\n",
      "key:  Doughnut\n",
      "parent:  Pastry\n",
      "key:  Croissant\n",
      "parent:  Pastry\n",
      "key:  Tart\n",
      "parent:  Pastry\n",
      "key:  Mushroom\n",
      "parent:  Food\n",
      "key:  Pasta\n",
      "parent:  Food\n",
      "key:  Pizza\n",
      "parent:  Food\n",
      "key:  Seafood\n",
      "parent:  Food\n",
      "key:  Squid\n",
      "parent:  Marine_invertebrates\n",
      "key:  Shellfish\n",
      "parent:  Animal\n",
      "key:  Oyster\n",
      "parent:  Shellfish\n",
      "key:  Lobster\n",
      "parent:  Shellfish\n",
      "key:  Shrimp\n",
      "parent:  Shellfish\n",
      "key:  Crab\n",
      "parent:  Shellfish\n",
      "key:  Taco\n",
      "parent:  Food\n",
      "key:  Cooking_spray\n",
      "parent:  Food\n",
      "key:  Vegetable\n",
      "parent:  Food\n",
      "key:  Cucumber\n",
      "parent:  Vegetable\n",
      "key:  Radish\n",
      "parent:  Vegetable\n",
      "key:  Artichoke\n",
      "parent:  Vegetable\n",
      "key:  Potato\n",
      "parent:  Vegetable\n",
      "key:  Asparagus\n",
      "parent:  Vegetable\n",
      "key:  Squash\n",
      "parent:  Vegetable\n",
      "key:  Pumpkin\n",
      "parent:  Squash\n",
      "key:  Zucchini\n",
      "parent:  Squash\n",
      "key:  Cabbage\n",
      "parent:  Vegetable\n",
      "key:  Carrot\n",
      "parent:  Vegetable\n",
      "key:  Salad\n",
      "parent:  Vegetable\n",
      "key:  Broccoli\n",
      "parent:  Vegetable\n",
      "key:  Bell_pepper\n",
      "parent:  Vegetable\n",
      "key:  Winter_melon\n",
      "parent:  Vegetable\n",
      "key:  Honeycomb\n",
      "parent:  Food\n",
      "key:  Sandwich\n",
      "parent:  Food\n",
      "key:  Hamburger\n",
      "parent:  Sandwich\n",
      "key:  Submarine_sandwich\n",
      "parent:  Sandwich\n",
      "key:  Dairy\n",
      "parent:  Food\n",
      "key:  Cheese\n",
      "parent:  Dairy\n",
      "key:  Milk\n",
      "parent:  Dairy\n",
      "key:  Sushi\n",
      "parent:  Food\n",
      "key:  Plant\n",
      "parent:  Entity\n",
      "key:  Houseplant\n",
      "parent:  Plant\n",
      "key:  Tree\n",
      "parent:  Plant\n",
      "key:  Christmas_tree\n",
      "parent:  Tree\n",
      "key:  Palm_tree\n",
      "parent:  Tree\n",
      "key:  Maple\n",
      "parent:  Tree\n",
      "key:  Willow\n",
      "parent:  Tree\n",
      "key:  Flower\n",
      "parent:  Plant\n",
      "key:  Lavender\n",
      "parent:  Flower\n",
      "key:  Rose\n",
      "parent:  Flower\n",
      "key:  Sunflower\n",
      "parent:  Flower\n",
      "key:  Lily\n",
      "parent:  Flower\n",
      "key:  Vehicle\n",
      "parent:  Entity\n",
      "key:  Land_vehicle\n",
      "parent:  Vehicle\n",
      "key:  Auto_part\n",
      "parent:  Entity\n",
      "key:  Vehicle_registration_plate\n",
      "parent:  Auto_part\n",
      "key:  Wheel\n",
      "parent:  Auto_part\n",
      "key:  Seat_belt\n",
      "parent:  Auto_part\n",
      "key:  Tire\n",
      "parent:  Auto_part\n",
      "key:  Ambulance\n",
      "parent:  Land_vehicle\n",
      "key:  Cart\n",
      "parent:  Land_vehicle\n",
      "key:  Bus\n",
      "parent:  Land_vehicle\n",
      "key:  Snowmobile\n",
      "parent:  Land_vehicle\n",
      "key:  Golf_cart\n",
      "parent:  Land_vehicle\n",
      "key:  Motorcycle\n",
      "parent:  Land_vehicle\n",
      "key:  Segway\n",
      "parent:  Land_vehicle\n",
      "key:  Train\n",
      "parent:  Land_vehicle\n",
      "key:  Truck\n",
      "parent:  Land_vehicle\n",
      "key:  Unicycle\n",
      "parent:  Land_vehicle\n",
      "key:  Car\n",
      "parent:  Land_vehicle\n",
      "key:  Limousine\n",
      "parent:  Car\n",
      "key:  Van\n",
      "parent:  Car\n",
      "key:  Taxi\n",
      "parent:  Land_vehicle\n",
      "key:  Wheelchair\n",
      "parent:  Personal_care\n",
      "key:  Watercraft\n",
      "parent:  Vehicle\n",
      "key:  Boat\n",
      "parent:  Watercraft\n",
      "key:  Barge\n",
      "parent:  Boat\n",
      "key:  Gondola\n",
      "parent:  Boat\n",
      "key:  Canoe\n",
      "parent:  Boat\n",
      "key:  Jet_ski\n",
      "parent:  Watercraft\n",
      "key:  Submarine\n",
      "parent:  Watercraft\n",
      "key:  Aircraft\n",
      "parent:  Vehicle\n",
      "key:  Helicopter\n",
      "parent:  Aircraft\n",
      "key:  Airplane\n",
      "parent:  Aircraft\n",
      "key:  Rocket\n",
      "parent:  Aircraft\n",
      "key:  Clothing\n",
      "parent:  Entity\n",
      "key:  Shorts\n",
      "parent:  Clothing\n",
      "key:  Dress\n",
      "parent:  Clothing\n",
      "key:  Swimwear\n",
      "parent:  Clothing\n",
      "key:  Brassiere\n",
      "parent:  Clothing\n",
      "key:  Tiara\n",
      "parent:  Fashion_accessory\n",
      "key:  Shirt\n",
      "parent:  Clothing\n",
      "key:  Coat\n",
      "parent:  Clothing\n",
      "key:  Suit\n",
      "parent:  Clothing\n",
      "key:  Hat\n",
      "parent:  Fashion_accessory\n",
      "key:  Cowboy_hat\n",
      "parent:  Hat\n",
      "key:  Fedora\n",
      "parent:  Hat\n",
      "key:  Sombrero\n",
      "parent:  Hat\n",
      "key:  Sun_hat\n",
      "parent:  Hat\n",
      "key:  Scarf\n",
      "parent:  Fashion_accessory\n",
      "key:  Skirt\n",
      "parent:  Clothing\n",
      "key:  Miniskirt\n",
      "parent:  Skirt\n",
      "key:  Jacket\n",
      "parent:  Clothing\n",
      "key:  Fashion_accessory\n",
      "parent:  Clothing\n",
      "key:  Glove\n",
      "parent:  Fashion_accessory\n",
      "key:  Belt\n",
      "parent:  Fashion_accessory\n",
      "key:  Sunglasses\n",
      "parent:  Personal_care\n",
      "key:  Necklace\n",
      "parent:  Fashion_accessory\n",
      "key:  Sock\n",
      "parent:  Fashion_accessory\n",
      "key:  Earrings\n",
      "parent:  Fashion_accessory\n",
      "key:  Tie\n",
      "parent:  Fashion_accessory\n",
      "key:  Goggles\n",
      "parent:  Personal_care\n",
      "key:  Handbag\n",
      "parent:  Luggage_and_bags\n",
      "key:  Watch\n",
      "parent:  Fashion_accessory\n",
      "key:  Umbrella\n",
      "parent:  Fashion_accessory\n",
      "key:  Glasses\n",
      "parent:  Personal_care\n",
      "key:  Crown\n",
      "parent:  Fashion_accessory\n",
      "key:  Swim_cap\n",
      "parent:  Clothing\n",
      "key:  Trousers\n",
      "parent:  Clothing\n",
      "key:  Jeans\n",
      "parent:  Trousers\n",
      "key:  Footwear\n",
      "parent:  Clothing\n",
      "key:  Boot\n",
      "parent:  Footwear\n",
      "key:  High_heels\n",
      "parent:  Footwear\n",
      "key:  Sandal\n",
      "parent:  Footwear\n",
      "key:  Sports_uniform\n",
      "parent:  Clothing\n",
      "key:  Luggage_and_bags\n",
      "parent:  Clothing\n",
      "key:  Backpack\n",
      "parent:  Luggage_and_bags\n",
      "key:  Suitcase\n",
      "parent:  Luggage_and_bags\n",
      "key:  Briefcase\n",
      "parent:  Luggage_and_bags\n",
      "key:  Animal\n",
      "parent:  Entity\n",
      "key:  Bird\n",
      "parent:  Animal\n",
      "key:  Magpie\n",
      "parent:  Bird\n",
      "key:  Woodpecker\n",
      "parent:  Bird\n",
      "key:  Blue_jay\n",
      "parent:  Bird\n",
      "key:  Ostrich\n",
      "parent:  Bird\n",
      "key:  Penguin\n",
      "parent:  Bird\n",
      "key:  Raven\n",
      "parent:  Bird\n",
      "key:  Chicken\n",
      "parent:  Bird\n",
      "key:  Eagle\n",
      "parent:  Bird\n",
      "key:  Owl\n",
      "parent:  Bird\n",
      "key:  Duck\n",
      "parent:  Bird\n",
      "key:  Canary\n",
      "parent:  Bird\n",
      "key:  Goose\n",
      "parent:  Bird\n",
      "key:  Swan\n",
      "parent:  Bird\n",
      "key:  Falcon\n",
      "parent:  Bird\n",
      "key:  Parrot\n",
      "parent:  Bird\n",
      "key:  Sparrow\n",
      "parent:  Bird\n",
      "key:  Turkey\n",
      "parent:  Bird\n",
      "key:  Invertebrate\n",
      "parent:  Animal\n",
      "key:  Tick\n",
      "parent:  Invertebrate\n",
      "key:  Centipede\n",
      "parent:  Invertebrate\n",
      "key:  Marine_invertebrates\n",
      "parent:  Invertebrate\n",
      "key:  Starfish\n",
      "parent:  Marine_invertebrates\n",
      "key:  Isopod\n",
      "parent:  Marine_invertebrates\n",
      "key:  Jellyfish\n",
      "parent:  Marine_invertebrates\n",
      "key:  Insect\n",
      "parent:  Invertebrate\n",
      "key:  Bee\n",
      "parent:  Insect\n",
      "key:  Beetle\n",
      "parent:  Insect\n",
      "key:  Ladybug\n",
      "parent:  Beetle\n",
      "key:  Ant\n",
      "parent:  Insect\n",
      "key:  Moths_and_butterflies\n",
      "parent:  Insect\n",
      "key:  Caterpillar\n",
      "parent:  Moths_and_butterflies\n",
      "key:  Butterfly\n",
      "parent:  Moths_and_butterflies\n",
      "key:  Dragonfly\n",
      "parent:  Insect\n",
      "key:  Scorpion\n",
      "parent:  Invertebrate\n",
      "key:  Worm\n",
      "parent:  Invertebrate\n",
      "key:  Spider\n",
      "parent:  Invertebrate\n",
      "key:  Snail\n",
      "parent:  Invertebrate\n",
      "key:  Mammal\n",
      "parent:  Animal\n",
      "key:  Bat\n",
      "parent:  Mammal\n",
      "key:  Carnivore\n",
      "parent:  Mammal\n",
      "key:  Bear\n",
      "parent:  Carnivore\n",
      "key:  Brown_bear\n",
      "parent:  Bear\n",
      "key:  Panda\n",
      "parent:  Bear\n",
      "key:  Polar_bear\n",
      "parent:  Bear\n",
      "key:  Cat\n",
      "parent:  Carnivore\n",
      "key:  Fox\n",
      "parent:  Carnivore\n",
      "key:  Jaguar\n",
      "parent:  Carnivore\n",
      "key:  Lynx\n",
      "parent:  Carnivore\n",
      "key:  Red_panda\n",
      "parent:  Carnivore\n",
      "key:  Tiger\n",
      "parent:  Carnivore\n",
      "key:  Lion\n",
      "parent:  Carnivore\n",
      "key:  Dog\n",
      "parent:  Carnivore\n",
      "key:  Leopard\n",
      "parent:  Carnivore\n",
      "key:  Cheetah\n",
      "parent:  Carnivore\n",
      "key:  Otter\n",
      "parent:  Carnivore\n",
      "key:  Raccoon\n",
      "parent:  Carnivore\n",
      "key:  Camel\n",
      "parent:  Mammal\n",
      "key:  Cattle\n",
      "parent:  Mammal\n",
      "key:  Giraffe\n",
      "parent:  Mammal\n",
      "key:  Rhinoceros\n",
      "parent:  Mammal\n",
      "key:  Goat\n",
      "parent:  Mammal\n",
      "key:  Horse\n",
      "parent:  Mammal\n",
      "key:  Hamster\n",
      "parent:  Mammal\n",
      "key:  Kangaroo\n",
      "parent:  Mammal\n",
      "key:  Koala\n",
      "parent:  Mammal\n",
      "key:  Mouse\n",
      "parent:  Mammal\n",
      "key:  Pig\n",
      "parent:  Mammal\n",
      "key:  Rabbit\n",
      "parent:  Mammal\n",
      "key:  Squirrel\n",
      "parent:  Mammal\n",
      "key:  Sheep\n",
      "parent:  Mammal\n",
      "key:  Zebra\n",
      "parent:  Mammal\n",
      "key:  Monkey\n",
      "parent:  Mammal\n",
      "key:  Hippopotamus\n",
      "parent:  Mammal\n",
      "key:  Deer\n",
      "parent:  Mammal\n",
      "key:  Elephant\n",
      "parent:  Mammal\n",
      "key:  Porcupine\n",
      "parent:  Mammal\n",
      "key:  Hedgehog\n",
      "parent:  Mammal\n",
      "key:  Bull\n",
      "parent:  Mammal\n",
      "key:  Antelope\n",
      "parent:  Mammal\n",
      "key:  Mule\n",
      "parent:  Mammal\n",
      "key:  Marine_mammal\n",
      "parent:  Mammal\n",
      "key:  Dolphin\n",
      "parent:  Marine_mammal\n",
      "key:  Whale\n",
      "parent:  Marine_mammal\n",
      "key:  Sea_lion\n",
      "parent:  Marine_mammal\n",
      "key:  Harbor_seal\n",
      "parent:  Marine_mammal\n",
      "key:  Skunk\n",
      "parent:  Mammal\n",
      "key:  Alpaca\n",
      "parent:  Mammal\n",
      "key:  Armadillo\n",
      "parent:  Mammal\n",
      "key:  Reptile\n",
      "parent:  Animal\n",
      "key:  Dinosaur\n",
      "parent:  Reptile\n",
      "key:  Lizard\n",
      "parent:  Reptile\n",
      "key:  Snake\n",
      "parent:  Reptile\n",
      "key:  Turtle\n",
      "parent:  Reptile\n",
      "key:  Tortoise\n",
      "parent:  Turtle\n",
      "key:  Sea_turtle\n",
      "parent:  Turtle\n",
      "key:  Crocodile\n",
      "parent:  Reptile\n",
      "key:  Frog\n",
      "parent:  Reptile\n",
      "key:  Fish\n",
      "parent:  Animal\n",
      "key:  Goldfish\n",
      "parent:  Fish\n",
      "key:  Shark\n",
      "parent:  Fish\n",
      "key:  Rays_and_skates\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "parent:  Fish\n",
      "key:  Seahorse\n",
      "parent:  Fish\n",
      "key:  Cosmetics\n",
      "parent:  Entity\n",
      "key:  Face_powder\n",
      "parent:  Cosmetics\n",
      "key:  Hair_spray\n",
      "parent:  Cosmetics\n",
      "key:  Lipstick\n",
      "parent:  Cosmetics\n",
      "key:  Perfume\n",
      "parent:  Cosmetics\n",
      "key:  Personal_care\n",
      "parent:  Entity\n",
      "key:  Crutch\n",
      "parent:  Personal_care\n",
      "key:  Cream\n",
      "parent:  Personal_care\n",
      "key:  Diaper\n",
      "parent:  Personal_care\n",
      "key:  Drink\n",
      "parent:  Entity\n",
      "key:  Beer\n",
      "parent:  Drink\n",
      "key:  Cocktail\n",
      "parent:  Drink\n",
      "key:  Coffee\n",
      "parent:  Drink\n",
      "key:  Juice\n",
      "parent:  Drink\n",
      "key:  Tea\n",
      "parent:  Drink\n",
      "key:  Wine\n",
      "parent:  Drink\n",
      "key:  Door_handle\n",
      "parent:  Door\n",
      "key:  Door\n",
      "parent:  Entity\n",
      "key:  Window\n",
      "parent:  Entity\n",
      "key:  Stairs\n",
      "parent:  Entity\n",
      "key:  Porch\n",
      "parent:  Entity\n",
      "key:  Coconut\n",
      "parent:  Entity\n"
     ]
    }
   ],
   "source": [
    "for k, c in classes_hierchy_dict.items():\n",
    "    print(\"key: \", k)\n",
    "    print(\"parent: \", c['parent'])\n",
    "#     print(c['children'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## uploading the labels into DB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import psycopg2\n",
    "from psycopg2 import extras\n",
    "from configparser import ConfigParser\n",
    "import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "\n",
    "\"\"\"\n",
    "\n",
    "config Database\n",
    "\n",
    "\"\"\"\n",
    "\n",
    "def config(filename=projectPath+database_ini_file_path, section='postgresql'):\n",
    "    # create a parser\n",
    "    parser = ConfigParser()\n",
    "    # read config file\n",
    "    parser.read(filename)\n",
    "\n",
    "    # get section, default to postgresql\n",
    "    db = {}\n",
    "    if parser.has_section(section):\n",
    "        params = parser.items(section)\n",
    "        for param in params:\n",
    "            db[param[0]] = param[1]\n",
    "    else:\n",
    "        raise Exception('Section {0} not found in the {1} file'.format(section, filename))\n",
    "\n",
    "    return db\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connecting to the PostgreSQL database...\n",
      "writing image batch info into the database...\n",
      "no results to fetch\n",
      "Database connection closed.\n"
     ]
    }
   ],
   "source": [
    "sql = \"INSERT INTO labels (label_name, parent_name, children, image_count,updated_date) VALUES %s ;\"\n",
    "\n",
    "\n",
    "\"\"\" Connect to the PostgreSQL database server \"\"\"\n",
    "conn = None\n",
    "try:\n",
    "    # read connection parameters\n",
    "    params = config()\n",
    "\n",
    "    # connect to the PostgreSQL server\n",
    "    print('Connecting to the PostgreSQL database...')\n",
    "    conn = psycopg2.connect(**params)\n",
    "\n",
    "    # create a cursor\n",
    "    cur = conn.cursor()\n",
    "\n",
    "    # TODO -  augmented SQL statement\n",
    "    values_list = []\n",
    "    \n",
    "    for key, value in classes_hierchy_dict.items():\n",
    "\n",
    "        values = (\n",
    "                    key,\n",
    "                    value['parent'],\n",
    "                    value['children'],\n",
    "                    0,\n",
    "                    datetime.datetime.now(),\n",
    "                      )\n",
    "\n",
    "        values_list.append(values)\n",
    "\n",
    "    # writing image info into the database\n",
    "    # execute a statement\n",
    "    print('writing image batch info into the database...')\n",
    "    psycopg2.extras.execute_values(cur, sql, values_list)\n",
    "    \n",
    "    # alter table labels to add self-reference FOREIGN KEY\n",
    "    alter_sql = \" ALTER TABLE labels ADD FOREIGN KEY (parent_name) REFERENCES labels(label_name);\"\n",
    "    \n",
    "    \n",
    "    # commit the changes to the database\n",
    "    conn.commit()\n",
    "\n",
    "    batch_id = cur.fetchone()[0]\n",
    "    # close the communication with the PostgreSQL\n",
    "    cur.close()\n",
    "\n",
    "\n",
    "except (Exception, psycopg2.DatabaseError) as error:\n",
    "    print(error)\n",
    "finally:\n",
    "    if conn is not None:\n",
    "        conn.close()\n",
    "        print('Database connection closed.')\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "\n",
    "\n"
   ]
  }
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