There is no need to actually distinguish the pieces. An LCD and some buttons act as a chess clock, and note if a move is illegal. The Arduino has a pretty basic chess algorithm known as Micro Max ...

Gukesh D beat defending world chess champion Ding Liren in a frantic ... falling far behind Gukesh on the clock. But a few ...