README.md

metadata

title: RetinoPath Backend
emoji: 👁️
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false
app_port: 7860

RetinoPath — Diabetic Retinopathy Detection API

FastAPI backend serving:

• EfficientNetB3 model for fundus image grading
• Random Forest model for clinical feature assessment

Endpoints

• GET /health — Health check
• GET /docs — Interactive Swagger UI
• POST /predict — Fundus image → DR grade + Grad-CAM
• POST /predict-clinical — Clinical features → DR grade