FastAPI ML Project — Car Damage Assessment Platform
A machine learning microservices platform for automated car accident damage assessment. Features a FastAPI backend, an asynchronous GPU-accelerated ML worker using Detectron2 for damage detection on car images, MongoDB persistence, Flask and React frontends, and a Celery task queue. Fully containerized with Docker Compose for NVIDIA GPU-accelerated inference.
Nov 19, 2023