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I meant more because people are holding objects or their hand is just at an angle where all fingers are not visible in the picture. I don't understand how neut
by Drakim 3y ago
I meant more because people are holding objects or their hand is just at an angle where all fingers are not visible in the picture.
I don't understand how neutral networks operate, but my layman's guess is that when you sometimes see hands with 5 fingers visible, sometimes 4, sometimes 3, sometimes 2, sometimes 1, and sometimes 0, then it's not immediately apparent that it means that every hand has between 5 and 0 fingers.
Think of it this way, if the AI has ever only seen houses with a maximum of 10 windows in it's entire training set, is it so unthinkable that it sometimes draws a house with 12 windows? that's a "sensible" understanding about how houses have a variable amount of windows. It just doesn't work for fingers.
I'm sure the same issue would arise if humans had other body parts that came in large quantities, but almost everything else is either 1 or 2 like the nose or eyes.