Soccer Analysis
A tutorial-based learning project exploring player tracking and match footage with computer vision.
Video in, analysis out
I built this project by following a YouTube tutorial to learn a computer-vision video pipeline. The detection and tracking approach shown here comes from that tutorial.
The command-line workflow takes soccer footage and returns a processed video with player and ball tracking information drawn directly over the match.
The analysis includes possession, speed and distance information, player identification, and movement paths.
- YOLOv8 player and ball detection
- OpenCV tracking overlays
- Speed and distance estimation
- Video-in, video-out command-line flow
Tracking sequence
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