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by amelius 3270 days ago
Our brain can understand that a cartoon-picture of a cat is a cat. Also, our brain can understand that a picture of a cat taken from a hugely different angle than seen before is a cat. Deep learning cannot do those kind of tricks.

A related problem is "one shot learning", [1].

[1] https://en.wikipedia.org/wiki/One-shot_learning