Hi HN,
I built a chess position recognition system that runs entirely in the browser.
The project walks through the full pipeline: manually collecting data from book scans, comparing Autoencoders vs. SimCLR for representation learning, and deploying with ONNX Runtime and Pyodide to avoid server costs.
The included demo recognizes board diagrams and generates Lichess links for analysis.
Chess OCR: End-to-end ML pipeline running in the browser · HackerTrans
The project walks through the full pipeline: manually collecting data from book scans, comparing Autoencoders vs. SimCLR for representation learning, and deploying with ONNX Runtime and Pyodide to avoid server costs.
The included demo recognizes board diagrams and generates Lichess links for analysis.