Drishti-GS1¶

This package is part of the signal-processing and machine learning toolbox Bob. It provides an interface for the Drishti-GS1 Dataset. This package does not contain the original data files, which need to be obtained through the link above.

The dataset contains 101 eye fundus images with varying resolutions and ground truth labels for the optic disc and cup.

If you use this package, please cite the authors of the database:

@INPROCEEDINGS{6867807,
    author={J. {Sivaswamy} and S. R. {Krishnadas} and G. {Datt Joshi} and M. {Jain} and A. U. {Syed Tabish}},
    booktitle={2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)},
    title={Drishti-GS: Retinal image dataset for optic nerve head(ONH) segmentation},
    year={2014},
    volume={},
    number={},
    pages={53-56},
    keywords={eye;image segmentation;medical disorders;medical image processing;glaucomatous eye;cup region segmentation;optic disk segmentation;glaucoma assessment;optic nerve head segmentation;retinal image dataset;Image segmentation;Retina;Optical imaging;Manuals;Shape;Image color analysis;Glaucoma;Dataset;Optic Nerve Head;Cup;Optic Disk},
    doi={10.1109/ISBI.2014.6867807},
    ISSN={1945-7928},
    month={April},
}