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import cv2
import numpy as np
import matplotlib.pyplot as plt
from sklearn.model_selection import train_test_split
from tensorflow.keras import Model, Input, regularizers
from tensorflow.keras.layers import Dense, Conv2D, MaxPool2D, UpSampling2D
from tensorflow.keras.callbacks import EarlyStopping
from keras.preprocessing import image
import glob
from tqdm import tqdm
import warnings;
warnings.filterwarnings('ignore')
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