AI + digital coaching experiments
LAB
Prototype and evaluate tools that turn coaching video and data into practical feedback.
The Lab focuses on technique, shot mechanics, video comparison, match tagging, player tracking and statistics. The goal is not to add AI for its own sake, but to identify where automation can genuinely improve observation, feedback and learning.
Floorball Studio modules
Explore the area
Open-source building blocks
Tools to evaluate
License summaries are practical notes, not legal advice. Verify the upstream license and all bundled dependencies before production use.
| # | Tool | Description | License terms | GitHub | View |
|---|---|---|---|---|---|
| 1 | Kinovea | Desktop sports-video analysis for capture, slow motion, comparison, annotation and measurement. | GPL-2.0 Copyleft. Free for commercial use; redistribution/modification must follow GPL-2.0 obligations. | GitHub ↗ | View → |
| 2 | MMPose | OpenMMLab pose-estimation toolbox for human body, whole-body, hands and related keypoints. | Apache-2.0 Permissive; retain license/notice information. Includes an explicit patent grant. | GitHub ↗ | View → |
| 3 | MediaPipe | Cross-platform ML framework for live/streaming media, including pose and hand landmark tasks. | Apache-2.0 Permissive; keep license/notice requirements. Suitable for on-device and web-adjacent pipelines. | GitHub ↗ | View → |
| 4 | MMDetection | OpenMMLab detection toolbox for object detection and instance-segmentation workflows. | Apache-2.0 Permissive Apache-2.0; retain license/notice information. | GitHub ↗ | View → |
| 5 | SAM 2 | Meta segmentation model for selecting and tracking objects across images and video. | Apache-2.0 SAM 2 code/checkpoints are Apache-2.0; bundled third-party assets may have separate licenses. | GitHub ↗ | View → |
| 6 | MMAction2 | OpenMMLab video-understanding toolbox for action recognition and temporal activity analysis. | Apache-2.0 Permissive Apache-2.0; retain license/notice information. | GitHub ↗ | View → |
| 7 | Pose2Sim | Markerless 3D kinematics workflow using ordinary phones, webcams or action cameras. | BSD-3-Clause Permissive BSD-3-Clause; retain copyright/license notices and non-endorsement condition. | GitHub ↗ | View → |
| 8 | OpenSim | Musculoskeletal modeling and simulation toolkit for biomechanical analysis. | Apache-2.0 Permissive Apache-2.0; suitable for commercial, academic and personal use; third-party parts may differ. | GitHub ↗ | View → |
| 9 | TrackLab | Modular multi-object tracking framework with detectors, pose estimators, re-identification and trackers. | MIT Permissive MIT; retain copyright and license notice. | GitHub ↗ | View → |
| 10 | floodlight | Python framework for streamlined sports-data analysis, especially event and tracking data. | MIT Permissive MIT; retain copyright and license notice. | GitHub ↗ | View → |