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The amount of rows corresponds to the amount of neurons inside the layer from which the connections originate and the amount of columns corresponds to the amount of neurons inside the layer to which the connections lead.The issues for deep-learning algorithms for facial recognition is recognizing it’s the same individual even whenever they have t