Computer Vision · One-day build
Tennis Movement Analysis
Turning a broadcast tennis feed into a top-view movement and heatmap analysis of both players.
Overview
A one-day computer-vision project inspired by the US Open final between Carlos Alcaraz and Casper Ruud. A YOLO network detects both players in the broadcast feed and classifies them into their respective regions of the court.
Using planar homographies, the broadcast perspective is warped into a clean top-view of the court, where each player's position is plotted over time — turning a TV feed into a movement and density analysis of how the two players covered the court.
Demo
Player tracking and top-view court projection in motion
Highlights
- YOLO player detection with region-of-interest classification
- Planar homography projecting broadcast view to a top-view court
- Per-player movement trails and density heatmaps
- Built end-to-end in a single day
Gallery
© Víctor Escribano García
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