EkycPASS ( Performance Analysis In Sport )

1. Project Description

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

2. Sample Video

sample_video.mov

volleyball_demo.mp4

3. Process Flow

4. Roadmap

• ✅ 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

5. License

© 2023 EKYC Solutions Co, Ltd. All rights reserved.