This is very easy to crack due the 2D board, which is trivial to "OCR".

Now the concept is interesting: one could probably do the same in 3D (with random camera angles -- up to a limit) and then it would prove more problematic for AI because one would then need to be able to correctly pieces in 3D and their position on the board.