bob.ip.binseg.data.cxr8

ChestX-ray8: Hospital-scale Chest X-ray Database

The database contains a total of 112120 images. Image size for each X-ray is 1024 x 1024. One set of mask annotations is available for all images.

  • Reference: [CXR8-2017]

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

  • Configuration resolution: 256 x 256 (after rescaling)

  • Split reference: [GAAL-2020]

  • Protocol default:

    • Training samples: 78484 (including labels)

    • Validation samples: 11212 (including labels)

    • Test samples: 22424 (including labels)

  • Protocol idiap:

    • Exactly the same as default, except it uses the file organisation suitable to the Idiap Research Institute (where there is limit of 1k files per directory)

Module Attributes

dataset

CXR8 dataset object
bob.ip.binseg.data.cxr8.dataset = <bob.ip.common.data.dataset.JSONDataset object>

CXR8 dataset object