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