fastapi-torch-railway

FastAPI deep learning server (deploy on Railway)

1. Deploys a backend with torchvision pre-trained
2. Accepts image input on the front-end
3. Classify and return results (VisionTransformer ViT-L-32)
4. Hosting template image builds 100%, just change ports

(Env from requirements.txt:)
$ (win) .\venv\Scripts\activate
$ (ubu) source venv/bin/activate
(Start server local:)
$ uvicorn app:app --host 0.0.0.0 --port 45678
$ http://0.0.0.0:45678/ (or do 127.0.0.1)
(Using railway.json $PORT should be automatic)