/ 2025Computer Vision
Football match analytics from raw video footage
End-to-end computer vision system analyzing match footage. Custom YOLO model for player/ball detection, optical flow for camera compensation, team clustering.
Real-time
Video processing
Full match
Analytics coverage
Professional
Grade metrics
The challenge
End-to-end computer vision system analyzing match footage. Custom YOLO model for player/ball detection, optical flow for camera compensation, team clustering.
What we built
A production system designed specifically for this problem — not a template, not a configuration of existing tools. Every architectural decision was made to maximise accuracy, minimise latency, and integrate cleanly with existing workflows.
Technology stack
01YOLOv8
02PyTorch
03OpenCV
04K-means
05Python
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