game-analytics-platform-computer-vision
Installation
SKILL.md
Game Analytics Platform - Computer Vision Fitness Tracker
Skill by ara.so — Data Skills collection.
What This Project Does
Game Analytics Platform is a local-first, real-time computer vision system that tracks user movements across 16 fitness exercises using webcam input. It combines:
- YOLO v8 for object detection and tracking (balls, cones, people)
- MediaPipe for skeletal pose estimation and form validation
- Spring Boot (Java 17) backend for process orchestration
- React + Vite frontend dashboard for game control
- Python AI scripts that export workout metrics to CSV
- pyttsx3 for real-time audio coaching
The architecture runs entirely locally with a 3-tier design: React UI → Spring Boot API → Python AI processes.