How AI Sees #ai

Video Description

FULL VIDEO:https://www.youtube.com/watch?v=SN4Z95pvg0Y deeper layers built a hierarchy combining these simple patterns into more complex ones such as loop detectors and ultimately number detectors transforming endless handwriting variations into just 9 possible outputs To understand what's happening inside these networks we can visualize how they organize information spatially In the first layers similar looking things such as different handwritten twos are scattered randomly But as the signals pass through the layers the network learns to transform this space gradually pulling similar examples together By the final layers all the twos cluster in one region all the threes in another creating what we might call concept regions This gives us a powerful insight