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Because I've seen lots of other handwriting, even if in another language. I have very strong priors.

The problem is that a computer comes in without knowing anything about tangential phenomenon. So it needs lots of data to catch up to me and my years of forming associative connections about other handwriting I've seen.

If I showed you alien (ie not human) handwritten samples, you'd probably stuggle too.

"you'll probably do a good job classifying them with very little data."

It's because we use much better algorithms in our brains (compared to the ones we currently have in DL). Having "lots of data" allows us to get good results even while using inferior algorithms.

A baby who's never seen an image before wouldn't be able to do that. It wouldn't even know what writing is.