ChessboardFenTensorflowJs
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Find chessboard FEN from a screenshot using TensorflowJs
especially, the white queen, and some other obvious pieces white queen detected as black queen. pawn as bishop and so on. 
Issues: 1. Some pieces have reversed color 2. Pawn is rendered as a bishop. 
Am working on a Chess teacher Chesspieces are from https://commons.wikimedia.org/wiki/Category:SVG_chess_pieces/Maurizio_Monge With extra dropshadows showing defense/attack This is the 1997 Kasparov vs Deep Blue rematch game #1 (Deep Blue resigned after...

From this picture, Black pawns recognizes as Bishop : https://timkr.home.xs4all.nl/tour/fork27.GIF And Black rook sometimes recognize as queen :( Complete page with diagrams : https://timkr.home.xs4all.nl/tour/forks.htm