LC25000: Lung and Colon Histopathological Image Dataset

Dataset Description

• Features:

  • image: Image data
  • organ: Organ label (lung for lung, colon for colon)
  • label: Pathology label (benign, adenocarcinomas, squamous carcinomas)

• Split:

  • train: Training set containing 25,000 samples, size 1,581,800,190 bytes

• Dataset Size:

  • Download size: 1,125,348,716 bytes
  • Dataset size: 1,581,800,190 bytes

• Tags:

  • biology, cancer

• Size Category:

  • 10K<n<100K

• License:

  • unlicense

• Task Category:

  • image-classification

• Papers with Code ID:

  • lc25000

Detailed Description

The dataset comprises 25,000 color images split into five categories, each containing 5,000 images. All images are 768 × 768 pixels and stored as JPEG files.

Citation

@misc{borkowski2019lung,
  title         = {Lung and Colon Cancer Histopathological Image Dataset (LC25000)},
  author        = {Andrew A. Borkowski and Marilyn M. Bui and L. Brannon Thomas and Catherine P. Wilson and Lauren A. DeLand and Stephen M. Mastorides},
  year          = {2019},
  eprint        = {1912.12142},
  archiveprefix = {arXiv},
  primaryclass  = {eess.IV}
}