bob.ip.binseg.data.refuge

REFUGE for Optic Disc and Cup Segmentation

The dataset consists of 1200 color fundus photographs, created for a MICCAI challenge. The goal of the challenge is to evaluate and compare automated algorithms for glaucoma detection and optic disc/cup segmentation on a common dataset of retinal fundus images.

• Reference (including train/dev/test split): [REFUGE-2018]

• Protocols optic-disc and cup:

  • Training samples:

    • 400

    • includes optic-disc and cup labels

    • includes label: glaucomatous and non-glaucomatous

    • original resolution: 2056 x 2124

  • Validation samples:

    • 400

    • includes optic-disc and cup labels

    • original resolution: 1634 x 1634

  • Test samples:

    • 400

    • includes optic-disc and cup labels

    • includes label: glaucomatous and non-glaucomatous

    • original resolution:

bob.ip.binseg.data.refuge.dataset = <bob.ip.binseg.data.dataset.JSONDataset object>

REFUGE dataset object