IDRiD (Indian Diabetic Retinopathy Image Dataset)

@article{,
title= {IDRiD (Indian Diabetic Retinopathy Image Dataset)},
keywords= {},
author= {},
abstract= {IDRiD (Indian Diabetic Retinopathy Image Dataset), is the first database representative of an Indian population. Moreover, it is the only dataset constituting typical diabetic retinopathy lesions and also normal retinal structures annotated at a pixel level. This dataset provides information on the disease severity of diabetic retinopathy, and diabetic macular edema for each image. This makes it perfect for development and evaluation of image analysis algorithms for early detection of diabetic retinopathy.

This dataset was available as a part of "Diabetic Retinopathy: Segmentation and Grading Challenge" organised in conjuction with IEEE International Symposium on Biomedical Imaging (ISBI-2018), Washington D.C.


The dataset is divided into three parts:
A. Segmentation: It consists of
1. Original color fundus images (81 images divided into train and test set - JPG Files)
2. Groundtruth images for the Lesions (Microaneurysms, Haemorrhages, Hard Exudates and Soft Exudates divided into train and test set - TIF Files) and Optic Disc (divided into train and test set - TIF Files)

B. Disease Grading: it consists of
1. Original color fundus images (516 images divided into train set (413 images) and test set (103 images) - JPG Files)
2. Groundtruth Labels for Diabetic Retinopathy and Diabetic Macular Edema Severity Grade (Divided into train and test set - CSV File)

C. Localization: It consists of
1. Original color fundus images (516 images divided into train set (413 images) and test set (103 images) -
JPG Files)
2. Groundtruth Labels for Optic Disc Center Location (Divided into train and test set - CSV File)
3. Groundtruth Labels for Fovea Center Location (Divided into train and test set - CSV File)
 
For more information visit idrid.grand-challenge.org

Sample images (scaled down)

https://i.imgur.com/gajYxoR.png

Sample segmentations of microaneurysms (scaled down)

https://i.imgur.com/f8irOmW.png

Paper:
https://res.mdpi.com/data/data-03-00025/article_deploy/data-03-00025.pdf?filename=&attachment=1
},
terms= {},
license= {Creative Commons Attribution},
superseded= {},
url= {https://ieee-dataport.org/open-access/indian-diabetic-retinopathy-image-dataset-idrid}
}