bob.ip.binseg.data.iostar

IOSTAR (training set) for Vessel and Optic-Disc Segmentation

The IOSTAR vessel segmentation dataset includes 30 images with a resolution of 1024 × 1024 pixels. All the vessels in this dataset are annotated by a group of experts working in the field of retinal image analysis. Additionally the dataset includes annotations for the optic disc and the artery/vein ratio.

  • Reference: [IOSTAR-2016]

  • Original resolution (height x width): 1024 x 1024

  • Split reference: [MEYER-2017]

  • Protocol vessel:

    • Training samples: 20 (including labels and masks)

    • Test samples: 10 (including labels and masks)

  • Protocol optic-disc:

    • Training samples: 20 (including labels and masks)

    • Test samples: 10 (including labels and masks)

Module Attributes

dataset

IOSTAR dataset object
bob.ip.binseg.data.iostar.dataset = <bob.ip.common.data.dataset.JSONDataset object>

IOSTAR dataset object