| # FastAPI serves both the prediction API and browser dashboard. | |
| # | |
| # docker compose up --build # API + dashboard on :8000 | |
| # docker compose run --rm api python training/audit_dataset.py | |
| # docker compose run --rm api python training/evaluate_models.py | |
| # | |
| # WEBCAM: a container has no /dev/video0, and a browser camera belongs to the host. | |
| # Local webcam recognition is therefore NOT available inside Docker. Two supported | |
| # fallbacks: | |
| # 1) run it on the host against the same checkout (recommended, full 30 fps): | |
| # python backend/inference/realtime.py | |
| # 2) use the browser dashboard for video upload, dataset demo, or browser-camera capture. | |
| services: | |
| api: | |
| build: . | |
| image: isl-recognition:latest | |
| command: uvicorn backend.main:app --host 0.0.0.0 --port 8000 | |
| ports: | |
| - "8000:8000" | |
| environment: | |
| ISL_SPLIT_PROTOCOL: ${ISL_SPLIT_PROTOCOL:-session_disjoint} | |
| ISL_DEFAULT_MODEL: ${ISL_DEFAULT_MODEL:-gru_mha} | |
| ISL_CONFIDENCE_THRESHOLD: ${ISL_CONFIDENCE_THRESHOLD:-0.70} | |
| ISL_PERSIST_UPLOADS: "false" | |
| ISL_TTS_ENABLED: "false" # no sound device in the container | |
| API_RATE_LIMIT_PER_MIN: "240" | |
| volumes: | |
| # artefacts and logs stay on the host so they survive rebuilds | |
| - ./models:/app/models | |
| - ./datasets:/app/datasets | |
| - ./results:/app/results | |
| - ./logs:/app/logs | |
| healthcheck: | |
| test: ["CMD", "curl", "-fsS", "http://127.0.0.1:8000/health"] | |
| interval: 30s | |
| timeout: 10s | |
| retries: 3 | |