EkycPASS allows you to run detection and extract analysis from the sport videos.
EkycPASS can :
- Detect players and ball in the video
- Transform the input video into from 3D view to 2D template
- Generate heatmap on teams level
- Estimate the ball possession during the game
Download yolox_m from here: https://github.com/Megvii-BaseDetection/YOLOX/releases/download/0.1.1rc0/yolox_m.pth
sample_video.mov
volleyball_demo.mp4
- ✅ Players Detection
- ✅ Ball Detection
- ✅ Pitch Homography
- ✅ Team Heatmap
- ✅ Ball Possession
- ✅ Process Volleyball video
- ⬜ Individual players' statistic
- ⬜ Improve tracking process
- ⬜ Expected goal estimation
- ⬜ Ball pass and its success rate
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