dr-detector

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A newer version of the Gradio SDK is available: 6.9.0

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metadata

title: Diabetic Retinopathy Detector
emoji: 👁️
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: apache-2.0

🏥 Diabetic Retinopathy Detection

An AI-powered tool for detecting diabetic retinopathy from retinal images.

How to Use

Upload a retinal fundus image
Click "Analyze Image"
View the diagnosis and confidence scores

Model Details

Architecture: Xception
Input: 299x299 retinal images
Classes: Normal, Mild, Moderate, Severe, Proliferative

Disclaimer

This tool is for educational purposes only. Not for medical diagnosis.