bob.ip.binseg.data.drionsdb

DRIONS-DB (training set) for Optic Disc Segmentation

The dataset originates from data collected from 55 patients with glaucoma (23.1%) and eye hypertension (76.9%), and random selected from an eye fundus image base belonging to the Ophthalmology Service at Miguel Servet Hospital, Saragossa (Spain). It contains 110 eye fundus images with a resolution of 600 x 400. Two sets of ground-truth optic disc annotations are available. The first set is commonly used for training and testing. The second set acts as a “human” baseline.

  • Reference: [DRIONSDB-2008]

  • Original resolution (height x width): 400 x 600

  • Configuration resolution: 416 x 608 (after padding)

  • Split reference: [MANINIS-2016]

  • Protocols expert1 (baseline) and expert2 (human comparison):

    • Training samples: 60

    • Test samples: 50

Module Attributes

dataset

DRIONSDB dataset object
bob.ip.binseg.data.drionsdb.dataset = <bob.ip.common.data.dataset.JSONDataset object>

DRIONSDB dataset object