README.md

metadata

tags:
  - image-classification
  - timm
library_name: timm
license: cc-by-nc-4.0

Model card for RETFound_DR_IDRID

A model fine-tuned on the 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.