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OIA-DDR

A General-purpose High-quality Dataset for Diabetic Retinopathy Classification, Lesion Segmentation and Lesion Detection

You can download OIA-DDR from either Baidu Drive or Google Drive.

The dataset is a zip file split into 10 chunks, and must first be combined into a single zip archive before extraction. To fully unpack the dataset:

cat DDR-dataset.zip.0* > DDR-dataset.zip
unzip DDR-dataset.zip

If you make use of the DDR dataset, please cite our following paper:

@article{LI2019,
  title = "Diagnostic Assessment of Deep Learning Algorithms for Diabetic Retinopathy Screening",
  author = "Tao Li and Yingqi Gao and Kai Wang and Song Guo and Hanruo Liu and Hong Kang",
  journal = "Information Sciences",
  volume = "501",
  pages = "511 - 522",
  year = "2019",
  issn = "0020-0255",
  doi = "https://doi.org/10.1016/j.ins.2019.06.011",
  url = "http://www.sciencedirect.com/science/article/pii/S0020025519305377",
}