Human_Eye_Disease_Prediction_with_react

🧠 Human Eye Disease Prediction (OCT)

This project is a full-stack web app for Retinal OCT (Optical Coherence Tomography) image analysis.
It uses a FastAPI backend (TensorFlow model) and a React + Tailwind frontend.

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🚀 Features

• Upload OCT images and get disease predictions:
  • CNV (Choroidal Neovascularization)
  • DME (Diabetic Macular Edema)
  • Drusen (Early AMD)
  • Normal Retina
• Backend powered by TensorFlow + FastAPI
• Frontend built with React + Tailwind CSS
• Shows confidence scores with a bar chart (Recharts)
• Provides medical recommendations for each condition

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⚙️ Backend Setup (FastAPI + TensorFlow)

1. Create & activate virtual environment

python -m venv venv
# On Windows
venv\Scripts\activate
# On Linux/Mac
source venv/bin/activate

2. Install dependencies
pip install fastapi uvicorn tensorflow python-multipart

3. Run the server
uvicorn main:app --reload


3. Run development server
npm run dev   # for Vite
# or
npm start     # for Create React App
"# Test Update"