Tennis Match Analysis System
Real-Time Player & Ball Tracking with Court Mapping — A computer vision system built from scratch that tracks both players and the ball across a full tennis match, maps positions onto a live mini-court, and calculates movement speed and shot velocity.
What we were solving for
Coaches and broadcasters want objective, quantified insight into player movement and shot power, but pulling that from raw match footage by hand is slow and inconsistent.
How we built it
Player & ball detection
YOLO11-based detection tracks both players and the tennis ball continuously across the full match video.
Court keypoint mapping
Court keypoints are identified frame-by-frame to translate player positions into real court coordinates.
Live mini-court visualization
A dynamic mini-court view mirrors player and ball movement in real time alongside the match footage.
Speed & shot velocity analytics
Player movement speed and shot velocity are calculated automatically from tracked positions.
Where it landed
Tracks both players and the ball continuously across an entire match.
Converts raw broadcast footage into structured position, speed, and shot-velocity data.
Delivers a live mini-court visualization alongside detailed performance analytics.
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