Live project surface

Accelerated ML Inference Framework

FastAPI model serving with Grad-CAM, SHAP explainability, and inference endpoints.

Novelty

Moves beyond prediction-only APIs by including explainability outputs for model interpretation.

Demo

Preview request/response and explainability artifacts.

Next Upgrade

Deploy the FastAPI app and link directly to `/docs`.

Inference Preview

POST /predict
{ "image": "sample.png" }

200 OK
{ "class": "7", "confidence": 0.98, "explainability": "grad_cam.png" }