Create README.md

README.md

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+RetinaVision-MNet is a custom-trained MobileNetV2-based deep learning model for multi-class retinal disease detection.
+It predicts 10 retinal conditions from fundus images and generates Grad-CAM heatmaps for interpretable diagnosis.
+The model was trained from scratch and is hosted on Hugging Face due to GitHub size limits.
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+Key Features
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+10-class retinal disease classification
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+MobileNetV2 backbone (lightweight + high accuracy)
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+Grad-CAM visual explanations
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+Trained from scratch on curated dataset
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+Optimized for FastAPI deployment
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+Usage
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+Download the model file from the Files and Versions tab and load it into your application.