"Shown just a few images of an elephant a child will quickly learn to recognize other elephants...Our brains are, in some sense, regularizing amazingly well! How do we do it?"
— Michael A. Nielsen, Neural Networks and Deep Learning
But the training process for recognizing other elephants began long before the child was shown just a few pictures of an elephant.