Chessboard image to FEN online converter with automatic chessboard detection. Live demo here
Chessboard detection is done using Yolov8n.pt trained on a custom dataset and exported to Tensorflow.JS
Pieces classification is done using TensorFlow.js, MobileNet v3 and transfer learning trained on a procedurally generated dataset
- Detection output parsed with slightly modified version of the onnx runtime web