Real-Life Chess Digitization
2025The Lab
Digitising physical chess games in real time with custom board and piece detection.
- Built an end-to-end system with a 6-member team to digitise physical chess gameplay.
- Custom ML/CV models for board and piece detection, plus domain logic for real-time game tracking.
- Quantisation and pruning cut inference time by 40%+ for edge deployment on Raspberry Pi hardware.
- PyTorch
- Ultralytics
- OpenCV
- Raspberry Pi
- Edge Deployment