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YuVaG123/glaucoma-backend

sourceHugging Faceupdated 3mo agoView on Hugging Face
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App README

Glaucoma EyeCare AI Platform API

This is the FastAPI backend for the Glaucoma EyeCare platform, running in a Docker container on Hugging Face Spaces.

Features

  • —Ophthalmology ML Classifier: Evaluates retina fundus scans using MobileNetV2.
  • —Explainable AI (XAI): Generates optic disc/cup Grad-CAM visual localization heatmaps.
  • —Telehealth WebRTC: Signal broker for real-time video consult rooms.
  • —Clinical PDF Reports: Generates downloadable PDF diagnostic reviews.
  • —Built-in Seeding: Automatically initializes demonstration accounts (patient@glaucoma.org, doctor@glaucoma.org, admin@glaucoma.org with password password123) on startup if empty.