bob.ip.binseg.data.montgomery

Montgomery County dataset for Lung Segmentation

The database includes 58 cases with manifestation of tuberculosis, and 80 normal cases. It contains a total of 138 resolution of 4020 x 4892, or 4892 x 4020. One set of ground-truth lung annotations is available.

  • Reference: [MC-2014]

  • Original resolution (height x width): 4020 x 4892, or 4892 x 4020

  • Configuration resolution: 512 x 512 (after rescaling)

  • Split reference: [GAAL-2020]

  • Protocol default:

    • Training samples: 96 (including labels)

    • Validation samples: 14 (including labels)

    • Test samples: 28 (including labels)

Module Attributes

dataset

Montgomery County dataset object
bob.ip.binseg.data.montgomery.dataset = <bob.ip.common.data.dataset.JSONDataset object>

Montgomery County dataset object