---
tags:
- image-classification
- timm
library_name: timm
license: apache-2.0
---
# Model card for RETFound_DR_IDRID

A model fine-tuned on the [IDRID](https://ieee-dataport.org/open-access/indian-diabetic-retinopathy-image-dataset-idrid) dataset of retinal fundus images, initialised from the base open-eye/RETFound_MAE model for fundus images.

This model achieves good accuracy in the task of classifying level of diabetic retinopathy in fundus (0 = no DR, 1 = mild DR, 2 = moderate DR, 3 = severe DR, 4 = progressed DR).

**NOTE** this model was trained on greyscale images, so please ensure your images are converted to greyscale before running inference using this model.