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import tensorflow as tf
from tensorflow.keras.preprocessing.image import img_to_array, ImageDataGenerator, load_img
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Conv2D, Dense, MaxPooling2D, Dropout, Flatten, BatchNormalization
from tensorflow.keras.activations import softmax
from tensorflow.keras.optimizers import SGD, Adamax