Computer Vision, Meet Sports

Piotr

What does it take to turn raw game footage into a full sports analytics dashboard? More than you'd think. This talk walks through the complete computer vision pipeline I built for basketball and football. From detecting players and tracking them through occlusions, to reading jersey numbers, mapping positions onto a 2D court, and computing real-time stats. Every model is open-source. Every step solves a problem that creates the next one.