Most padel players hit a ceiling because they can't see what they're doing wrong. Our solution: RallyAI - a performance platform that turns raw match footage into an analytics dashboard, making professional coatching accessible for the everyday player.
- Auto Shot Detection: Automatically classifies smashes, forehands, backhands by calculating wrist velocity and skeletal positioning.
- 3D Intensity Heatmap: A custom-build, interactive court visualization mapping player density and hot zones.
- Session History: Exports structured JSON data including movement patterns for session-over-session tracking.
- Powered by YOLOv8-Pose for high-accuracy keypoint tracking.
- Features a global shot-cooldown logic to prevent double-counting and ensure clean data during the live demo.
- Visuals: Vanilla JS (3D Isometric Engine) & Matplotlib (Statistical Reports).