c2_backbones.py

import math
import os
import cv2
import datetime
import random
import numpy as np
import pandas as pd
import tensorflow as tf
import keras
import keras.backend as K
import keras.layers as KL
import keras.engine as KE
import keras.models as KM
from keras.engine.saving import model_from_json,load_model

from a_config import Config
from b2_net_multi import BaseNetM
from c0_backbones import v16,v19,res50,incept3,incepres2,xcept,densenet121,densenet169,densenet201,mobile,mobile2,naslarge,nasmobile
from image_set import ImageSet
from osio import mkdir_ifexist,to_excel_sheet
from postprocess import g_kern_rect,draw_text


class MRCNN_Vgg16(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Vgg16,self).__init__(backbone=v16,**kwargs)

class MRCNN_Vgg19(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Vgg19,self).__init__(backbone=v19,**kwargs)


class MRCNN_Res50(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Res50,self).__init__(backbone=res50,**kwargs)

class MRCNN_Incept3(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Incept3,self).__init__(backbone=incept3,**kwargs)

class MRCNN_IncepRes2(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_IncepRes2,self).__init__(backbone=incepres2, **kwargs)

class MRCNN_Xcept(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Xcept,self).__init__(backbone=xcept,**kwargs)

class MRCNN_Mobile(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Mobile,self).__init__(backbone=mobile, **kwargs)

class MRCNN_Mobile2(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Mobile2,self).__init__(backbone=mobile2, **kwargs)

class MRCNN_NASLarge(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_NASLarge,self).__init__(backbone=naslarge,**kwargs)

class MRCNN_NASMobile(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_NASMobile,self).__init__(backbone=nasmobile, **kwargs)

class MRCNN_Dense121(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Dense121,self).__init__(backbone=densenet121,**kwargs)

class MRCNN_Dense169(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Dense169,self).__init__(backbone=densenet169, **kwargs)

class MRCNN_Dense201(BaseNetM):
    def __init__(self,**kwargs):
        super(MRCNN_Dense201,self).__init__(backbone=densenet201, **kwargs)