CNNs — Looking at Images with a Flashlight

Before 2012, computer vision was the hardest problem in artificial intelligence by a wide margin. You could do almost anything else — play chess, beat humans at trivia, translate languages crudely — but asking a computer "is there a cat in this pictu...