Datasets:
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| dataset_info: | |
| features: | |
| - name: image | |
| dtype: image | |
| - name: organ | |
| dtype: | |
| class_label: | |
| names: | |
| '0': lung | |
| '1': colon | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': benign | |
| '1': adenocarcinomas | |
| '2': squamous carcinomas | |
| splits: | |
| - name: train | |
| num_bytes: 1581800190 | |
| num_examples: 25000 | |
| download_size: 1125348716 | |
| dataset_size: 1581800190 | |
| tags: | |
| - biology | |
| - cancer | |
| size_categories: | |
| - 10K<n<100K | |
| license: unlicense | |
| task_categories: | |
| - image-classification | |
| paperswithcode_id: lc25000 | |
| # LC25000: Lung and colon histopathological image dataset | |
|  | |
| ## Dataset Description | |
| - **Homepage**: [github.com:tampapath/lung_colon_image_set](https://github.com/tampapath/lung_colon_image_set) | |
| - **DOI**: https://doi.org/10.48550/arXiv.1912.12142 | |
| - **Publication Date** 2019-12-14 | |
| ## Description | |
| The dataset contains color 25,000 images with 5 classes of 5,000 images each. | |
| All images are 768 x 768 pixels in size and are in jpeg file format. | |
| ## Citation | |
| ```bibtex | |
| @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} | |
| } | |
| ``` | |