Technology
Python, PyTorch, temporal video models
OPEN SOURCE TOOL
MMAction2
OpenMMLab video-understanding toolbox for action recognition and temporal activity analysis.
Later-stage model for recognizing shot type and motion phases from annotated floorball clips.
License
Apache-2.0
Permissive Apache-2.0; retain license/notice information.
GitHub ↗Implementation / installation
Train/fine-tune with annotated floorball clips after a labeled dataset exists.
Coaching use
- Classify wrist/slap/drag/snap shot families.
- Recognize load, acceleration, contact and follow-through phases.
- Automate clip segmentation.
Floorball Studio
Try the related prototype
This project is evaluated as a building block. The Floorball Studio prototype keeps the user experience sport-specific.