Update README.md

README.md

@@ -26,7 +26,7 @@ model_name: "RetinaGen-VLM"
 
 ### 📝 Project Overview
 RetinaGen-VLM is a multimodal deep learning framework designed to bridge the gap between fundus imaging and clinical reporting. By leveraging a **VQ-VAE** based discrete latent space and an autoregressive **Transformer**, the model identifies diabetic retinopathy stages while generating descriptive medical narratives.
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+![RetinaGen-VLM Architecture](architecture)
 ### 🔬 Key Features
 - **Multimodal Reasoning:** Aligns visual features with medical terminology.
 - **Synthetic Data Augmentation:** Utilizes generative modeling to balance rare pathological cases (PDR).