bob.ip.binseg.data.drive

DRIVE dataset for Vessel Segmentation

The DRIVE database has been established to enable comparative studies on segmentation of blood vessels in retinal images.

  • Reference: [DRIVE-2004]

  • Original resolution (height x width): 584 x 565

  • Split reference: [DRIVE-2004]

  • Protocol default:

    • Training samples: 20 (including labels and masks)

    • Test samples: 20 (including labels from annotator 1 and masks)

  • Protocol second-annotator:

    • Test samples: 20 (including labels from annotator 2 and masks)

Module Attributes

dataset

DRIVE dataset object
bob.ip.binseg.data.drive.dataset = <bob.ip.common.data.dataset.JSONDataset object>

DRIVE dataset object