Trackshot: AI analytics for billiards

Make billiards measurable: automatically record every shot and the position of the balls without a referee or manual input.

The product had to work right in the club, on the table in real lighting, and give the player clear statistics and tools to improve.

Trackshot.Pro is a startup building a digital platform for billiard players and clubs: game analytics, training and community.

We developed the technology core and the client side of the product: from on-device computer vision to the app and the social platform.

1. 01An AI camera on NVIDIA Jetson: real-time ball tracking and shot recognition right at the table
2. 02Mobile app with game statistics and player progress
3. 03Training exercises on a table diagram with automatic checking of completion
4. 04A social network for players and a map of clubs with connected tables

The camera tracks balls with 99% accuracy while processing video at 120 frames per second. Every game automatically turns into statistics, and clubs get a service that keeps players coming back.