Technology
Python, PyTorch, modular detection/ReID/tracking pipeline
OPEN SOURCE TOOL
TrackLab
Modular multi-object tracking framework with detectors, pose estimators, re-identification and trackers.
Candidate backbone for player tracking, identity persistence and match-position data.
License
MIT
Permissive MIT; retain copyright and license notice.
GitHub ↗Implementation / installation
Deploy as a GPU service and configure detection, ReID and tracking modules for floorball footage.
Coaching use
- Track multiple players in a fixed wide view.
- Maintain identities across frames.
- Export positions for statistics and heatmaps.
Floorball Studio
Try the related prototype
This project is evaluated as a building block. The Floorball Studio prototype keeps the user experience sport-specific.