| # Smart Scanner Model | |
| This model detects eye diseases from fundus images. | |
| ## Model Description | |
| - Input: Fundus images (512x512 RGB) | |
| - Output: 5 classes (Normal, Mild, Moderate, Severe, Proliferative) | |
| - Architecture: ResNet18 with custom classification head | |
| ## Usage | |
| from transformers import AutoModelForImageClassification | |
| model = AutoModelForImageClassification.from_pretrained("your-username/smart-scanner-model") | |
| ## Labels | |
| - 0: Normal | |
| - 1: Mild | |
| - 2: Moderate | |
| - 3: Severe | |
| - 4: Proliferative |