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snippet using Keras to build a simple CNN for image classification: from tensorflow import keras # Build a CNN model model = keras.Sequential([ keras.layers.Conv2D(32, kernel_size=(3, 3), activation='relu', input_shape=(height, width, channels)), keras.layers.MaxPooling2D(pool_size=(2, 2)),