CLI + library to convert chess video to PGN
Project description
KnightVision ♟️
KnightVision is a computer vision tool that converts real-world chess games (recorded from video) into PGN (Portable Game Notation) in real time. It’s designed to showcase applied machine learning and computer vision, with a CLI interface for developers and chess enthusiasts.
Features
- Detects chessboards and pieces from video input
- Tracks game state and outputs valid PGN
- Supports ONNX models for fast inference
- Simple CLI powered by Typer
- Installable via
pip
Quick start
- Install
pip install knightvision
- One-time: download models (from the latest GitHub release)
knightvision models download all
- See where models are resolved from
4) knightvision models locate
- Run on a video and show
5) knightvision run --video /path/to/game.mp4 --out /path/to/out.pgn --show
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