asigatchov/fast-volleyball-tracking-inference
Fast Volleyball Tracking Inference: Real-time volleyball ball detection and tracking at 100 FPS on CPU (Intel i5-10400F). Powered by an optimized ONNX model, outputs ball coordinates to CSV, with optional video visualization. Ideal for sports analytics and computer vision research.
This tool automates the analysis of volleyball game footage. It takes a raw video file of a volleyball match and identifies the ball's movement throughout. The output includes detailed ball coordinates, rally breakdowns, and automatically generated vertical video clips (reels) optimized for social media, ideal for sports analysts, coaches, or content creators.
Use this if you need to quickly extract ball tracking data from volleyball videos and generate highlight reels for social media or in-depth match analysis.
Not ideal if you require human-level accuracy for every single frame or need to track multiple objects beyond just the ball.
Stars
44
Forks
5
Language
Python
License
—
Category
Last pushed
Mar 10, 2026
Commits (30d)
0
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