bob.ip.binseg.data.shenzhen

Shenzhen No.3 People’s Hospital dataset for Lung Segmentation

The database includes 336 cases with manifestation of tuberculosis, and 326 normal cases. It contains a total of 662 images. Image size varies for each X-ray. It is approximately 3K x 3K. One set of ground-truth lung annotations is available for 566 of the 662 images.

  • Reference: [SHENZHEN-2014]

  • Original resolution (height x width): Approximately 3K x 3K (varies)

  • Configuration resolution: 512 x 512 (after rescaling)

  • Split reference: [GAAL-2020]

  • Protocol default:

    • Training samples: 396 (including labels)

    • Validation samples: 56 (including labels)

    • Test samples: 114 (including labels)

Module Attributes

dataset

Shenzhen CXR dataset object
bob.ip.binseg.data.shenzhen.dataset = <bob.ip.common.data.dataset.JSONDataset object>

Shenzhen CXR dataset object