Cricket Ball Tracker API

YOLOv8 4K Classical CV FastAPI Docker AWS EC2

Production ML API for cricket ball detection and trajectory tracking. Supports YOLOv8 (mAP50 0.94) and a classical CV pipeline (background subtraction + color segmentation).

Endpoints

GET  /health   — service health and loaded models
POST /detect   — single frame ball detection
POST /track    — full video tracking with annotated output

Links

Interactive API Docs (Swagger UI)  |  Health Check  |  GitHub