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Public toilets play a vital role in maintaining public health and hygiene. They provide a safe and clean environment for people to use, which helps prevent the spread of diseases and infections. Public toilets are essential in public places such as shopping malls, airports, train stations, and parks, where people gather in large numbers. They are also crucial in areas where people live in close proximity, such as residential areas and urban centers.

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Despite their importance, public toilets often face significant challenges in terms of maintenance and upkeep. One of the main issues is ensuring that they remain clean and hygienic. This requires regular cleaning and disinfecting, as well as a reliable supply of toilet paper, soap, and other essential amenities. They are also crucial in areas where people

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# ------------------------------------------------- # 5. Train (early stopping) # ------------------------------------------------- es = tf.keras.callbacks.EarlyStopping(patience=5, restore_best_weights=True) model.fit(X, y, epochs=50, batch_size=32, validation_split=0.2, callbacks=[es])

Public toilets, also known as public restrooms or toilets, are facilities provided for use by the general public. They can be found in various locations, including shopping malls, parks, train stations, and other public areas. The availability and cleanliness of public toilets are essential for maintaining public health and hygiene.