Salonideshmukh/DocSight-Glaucoma_v2

DocSight — Glaucoma Screening

AI-powered glaucoma screening from fundus photographs using a Dual-Branch EfficientNet model with Test-Time Augmentation (TTA) and Grad-CAM explainability.

Model

• —Architecture: Dual-Branch EfficientNet-B2 + EfficientNet-B0
• —AUC-ROC: 0.9731
• —Threshold: 0.614
• —TTA: 6 augmentation passes for stable predictions

Usage

1. 1.Open the app
2. 2.Fill in patient details
3. 3.Upload a fundus camera image
4. 4.Click Analyze — get result + Grad-CAM in seconds

Disclaimer

This tool is a screening aid only and does not replace clinical diagnosis by a qualified ophthalmologist.