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I think you'll be pleasantly surprised, this is a thing!! I thought about making it but quickly decided computer vision wasn't up to the task yet. It seems I was horribly wrong: https://github.com/maciejczyzewski/neural-chessboard Haven't tried it myself but it looks amazing

Oh man, I had just blithely assumed nobody had done it and never googled, thanks for this!

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