Indian Diabetic Retinopathy Image Dataset
Indian Diabetic Retinopathy Image Dataset (IDRiD) dataset consists of typical diabetic retinopathy lesions and normal retinal structures annotated at a pixel level. This dataset also provides information on the disease severity of diabetic retinopathy and diabetic macular edema for each image. This dataset is perfect for the development and evaluation of image analysis algorithms for early detection of diabetic retinopathy.
Variants: IDRiD
This dataset is used in 3 benchmarks:
| Task | Model | Paper | Date |
|---|---|---|---|
| Medical Image Classification | Beta-Rank | Beta-Rank: A Robust Convolutional Filter … | 2023-04-15 |
| Optic Disc Detection | HBA-U-Net | U-Net with Hierarchical Bottleneck Attention … | 2021-07-09 |
| Fovea Detection | HBA-U-Net | U-Net with Hierarchical Bottleneck Attention … | 2021-07-09 |
Recent papers with results on this dataset: