Generating_masks.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import os\n",
    "import numpy as np\n",
    "import xml.etree.ElementTree as ET\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "538 400\n",
      "0.xml\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "539 400\n",
      "1.xml\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "922 692\n",
      "10.xml\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1024 768\n",
      "11.xml\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "960 1280\n",
      "12.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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1XBPQupMIbAb2ZObX23ZtAybuHq6jda1zov/GcgdyBXB4YgnUL5l5e2YuyMxFtObyycy8AXgKuPYENU+8l2vL+L6eQWTmT4ADEfGZ0rUSeIkBnudiP7AiIs4sn5WJugd2rtvUzu124PKImF3OsC8vfX0TEVcAtwFXZ+a7bbu2AWvLXycsBpYA/00vs6UfF6KnuOC7mtad6R8BdzRdT1tdv0vrdP45YHf5WU3rOtQOYF95nFPGB/CP5X08DyxvuP7f44O75xeUD9Io8C/AzNJ/RmmPlv0XNFTrUmBXmet/o3WHduDnGfgb4GXgBeCfaN3BHai5Bh6kdc31CK2zr/UfZW5pXUccLT83NVDzKK1rlBO/i/e1jb+j1LwXuLKtvyfZ4tcoJalC08tzSRoqhqYkVTA0JamCoSlJFQxNSapgaEpSBUNTkir8P8pWn2MLTw3AAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1280 960\n",
      "13.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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Ir7St2gasLa/XUl1rtdpvKHe9VgBHW6dFdUTExog4PyIWU/3Mj0TEZ4DdwOoTjKM1vtWlf+3fzBHxA+AVSR8uTSup5nLs6f6gOu1bIWlu+TdqjaOn+2PKen0RN4WL1FVUd+FeAL7Y5W39OtVpwj5gb3msojof3wU8X54Xlv6iKg30AvAksLwLY/oEY3f/LqSa6XcE+CdgTmk/vSyPlPUXJm7/YuDxsk/+BVgwHfsD+HPgGeAp4B+oJnHt+f6YysMfUzJL1tTTP7O+5VCZJXOozJI5VGbJHCqzZA6VWTKHyizZ/wOolftZ5c+NSwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1280 960\n",
      "14.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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cWH2OcTTGt7r0r/1f5oj4EfCapI+UphVUczm2dH9QnfYtl3RR+TdqjKOl+2PUWn0RN4qL1FVUd+FeAr40ztv6LarThKeBQ+Wxiup8fD/wYnmeVfqLqjTQS8AzwNJxGNMnGLj7t5Bqpt8+4BvAtNJ+YVnuK+sXJm5/MfBk2Sf/CsyciP0B/BXwPPAs8M9Uk7i2fH+M5uGvKZkla9fTP7OO5VCZJXOozJI5VGbJHCqzZA6VWTKHyizZ/wPYqOl1v3u6BgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1280 960\n",
      "15.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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cLI8VVNfje4EXy/Os0l9UpYFeAp4BlozBnD7O2Xf/FlCt9NsP/BMwrbRfWrb7y/4FieNfBzxdjsm/ADPH43gAfw48DzwL/APVIq6NH4+LefhjSmbJOvXyz2zCcqjMkjlUZskcKrNkDpVZMofKLJlDZZbs/wGbQs8+N7MKfwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "607 449\n",
      "16.xml\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "427 640\n",
      "17.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1280 640\n",
      "18.xml\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1280 960\n",
      "19.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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3lLtey4HjrcuiOiJic0TMj4gFVD/zwxHxaeARYPUZxtEa3+rSv/b/zBHxA+BVSR8uTSuo5nJs9HhQXfYtl3RB+TdqjaPR4zFuTb+JG8eb1FVUd+FeBL4wyfv6darLhKeAJ8tjFdX1+AHghfI8p/QXVWmgF4GngWWTMKaPc/Lu3yKqmX6HgH8CZpT288v6UNm+KHH/S4DHyzH5F2B2J44H8OfAc8AzwD9QTeLa+PEYz8MfUzJL1q2Xf2Y9y6EyS+ZQmSVzqMySOVRmyRwqs2QOlVmy/wdF8O2wC+RMgwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "539 400\n",
      "2.xml\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1024 768\n",
      "20.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1024 768\n",
      "21.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "539 400\n",
      "3.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "539 400\n",
      "4.xml\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "539 400\n",
      "5.xml\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "692 922\n",
      "6.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "692 922\n",
      "7.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "692 922\n",
      "8.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "922 692\n",
      "9.xml\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "annot_path = os.getcwd()+'\\\\Annotations'\n",
    "path = os.getcwd()+'\\\\photos'\n",
    "for filename in os.listdir(path):\n",
    "    img = cv2.imread(os.path.join(path,filename))\n",
    "    x = []\n",
    "    y = []\n",
    "    height, width = img.shape[:2]\n",
    "    black = np.zeros((height, width))\n",
    "    file = filename.replace('jpg', 'xml', 3)\n",
    "    tree = ET.parse(os.path.join(annot_path,file))\n",
    "    print(file)\n",
    "    for elem in tree.iter(tag='pt'):\n",
    "        x.append(elem[0].text)\n",
    "        y.append(elem[1].text)\n",
    "    for i in range(4):\n",
    "        black = cv2.line(black, (int(x[i]), int(y[i])), (int(x[(i+1) % 4]), int(y[(i+1) % 4])), (255,255,255), 4, cv2.LINE_4)\n",
    "    cv2.imwrite(os.getcwd()+'\\\\Maskedimages\\\\'+filename, black)\n",
    "    plt.imshow(black)\n",
    "    plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}