CAMELYON16 dataset
Peter Bandi

CAMELYON16 (964 files)
annotations/test_001.xml 281.41kB
annotations/test_002.xml 586.90kB
annotations/test_004.xml 8.71kB
annotations/test_008.xml 14.89kB
annotations/test_010.xml 2.46kB
annotations/test_011.xml 7.89kB
annotations/test_013.xml 2.85kB
annotations/test_016.xml 725.50kB
annotations/test_021.xml 3.82MB
annotations/test_026.xml 887.30kB
annotations/test_027.xml 395.71kB
annotations/test_029.xml 142.21kB
annotations/test_030.xml 1.18MB
annotations/test_033.xml 38.53kB
annotations/test_038.xml 214.43kB
annotations/test_040.xml 3.98MB
annotations/test_046.xml 5.04kB
annotations/test_048.xml 80.22kB
annotations/test_051.xml 147.18kB
annotations/test_052.xml 43.53kB
annotations/test_061.xml 926.16kB
annotations/test_064.xml 46.93kB
annotations/test_065.xml 8.77kB
annotations/test_066.xml 56.08kB
annotations/test_068.xml 76.53kB
annotations/test_069.xml 167.23kB
annotations/test_071.xml 512.41kB
annotations/test_073.xml 588.65kB
annotations/test_074.xml 8.49kB
annotations/test_075.xml 130.29kB
annotations/test_079.xml 127.11kB
annotations/test_082.xml 256.02kB
annotations/test_084.xml 78.31kB
annotations/test_090.xml 2.34MB
annotations/test_092.xml 43.79kB
annotations/test_094.xml 417.26kB
annotations/test_097.xml 1.34kB
annotations/test_099.xml 19.16kB
annotations/test_102.xml 184.74kB
annotations/test_104.xml 36.41kB
annotations/test_105.xml 595.79kB
annotations/test_108.xml 18.92kB
annotations/test_110.xml 6.93kB
annotations/test_113.xml 1.15MB
annotations/test_114.xml 356.90kB
annotations/test_116.xml 9.55kB
annotations/test_117.xml 2.20kB
annotations/test_121.xml 407.15kB
annotations/test_122.xml 35.20kB
annotations/tumor_001.xml 142.18kB
annotations/tumor_002.xml 48.84kB
annotations/tumor_003.xml 366.44kB
annotations/tumor_004.xml 524.64kB
annotations/tumor_005.xml 138.73kB
annotations/tumor_006.xml 177.57kB
annotations/tumor_007.xml 247.64kB
annotations/tumor_008.xml 116.08kB
annotations/tumor_009.xml 620.74kB
annotations/tumor_010.xml 67.04kB
annotations/tumor_011.xml 2.20MB
annotations/tumor_012.xml 43.41kB
annotations/tumor_013.xml 155.13kB
annotations/tumor_014.xml 974.42kB
annotations/tumor_015.xml 436.29kB
annotations/tumor_016.xml 769.36kB
annotations/tumor_017.xml 31.97kB
annotations/tumor_018.xml 1.57MB
annotations/tumor_019.xml 108.76kB
annotations/tumor_020.xml 1.55MB
annotations/tumor_021.xml 1.84MB
annotations/tumor_022.xml 87.81kB
annotations/tumor_023.xml 152.49kB
annotations/tumor_024.xml 62.44kB
annotations/tumor_025.xml 621.01kB
annotations/tumor_026.xml 1.56MB
annotations/tumor_027.xml 73.02kB
annotations/tumor_028.xml 176.04kB
annotations/tumor_029.xml 860.04kB
annotations/tumor_030.xml 27.62kB
annotations/tumor_031.xml 3.21MB
annotations/tumor_032.xml 148.93kB
annotations/tumor_033.xml 1.14MB
annotations/tumor_034.xml 2.31MB
annotations/tumor_035.xml 52.88kB
annotations/tumor_036.xml 2.36MB
annotations/tumor_037.xml 1.21MB
annotations/tumor_038.xml 1.25MB
annotations/tumor_039.xml 2.68MB
annotations/tumor_040.xml 119.24kB
annotations/tumor_041.xml 173.98kB
annotations/tumor_042.xml 466.57kB
annotations/tumor_043.xml 36.72kB
annotations/tumor_044.xml 1.42MB
annotations/tumor_045.xml 139.57kB
annotations/tumor_046.xml 1.66MB
annotations/tumor_047.xml 4.07MB
annotations/tumor_048.xml 47.21kB
annotations/tumor_049.xml 109.68kB
annotations/tumor_050.xml 260.12kB
annotations/tumor_051.xml 995.16kB
annotations/tumor_052.xml 585.46kB
annotations/tumor_053.xml 56.63kB
annotations/tumor_054.xml 866.85kB
annotations/tumor_055.xml 2.07MB
annotations/tumor_056.xml 997.53kB
annotations/tumor_057.xml 330.24kB
annotations/tumor_058.xml 946.29kB
annotations/tumor_059.xml 36.57kB
annotations/tumor_060.xml 50.17kB
annotations/tumor_061.xml 2.69MB
annotations/tumor_062.xml 308.52kB
annotations/tumor_063.xml 80.18kB
annotations/tumor_064.xml 1.45MB
annotations/tumor_065.xml 179.51kB
annotations/tumor_066.xml 81.43kB
annotations/tumor_067.xml 57.34kB
annotations/tumor_068.xml 1.75MB
annotations/tumor_069.xml 152.79kB
annotations/tumor_070.xml 47.62kB
annotations/tumor_071.xml 240.82kB
annotations/tumor_072.xml 102.63kB
annotations/tumor_073.xml 14.07kB
annotations/tumor_074.xml 41.43kB
annotations/tumor_075.xml 334.36kB
annotations/tumor_076.xml 568.29kB
annotations/tumor_077.xml 35.91kB
annotations/tumor_078.xml 1.56MB
annotations/tumor_079.xml 39.40kB
annotations/tumor_080.xml 68.60kB
annotations/tumor_081.xml 5.41kB
annotations/tumor_082.xml 115.90kB
annotations/tumor_083.xml 110.74kB
annotations/tumor_084.xml 124.82kB
annotations/tumor_085.xml 439.40kB
annotations/tumor_086.xml 16.02kB
annotations/tumor_087.xml 36.93kB
annotations/tumor_088.xml 263.59kB
annotations/tumor_089.xml 772.89kB
annotations/tumor_090.xml 199.30kB
annotations/tumor_091.xml 85.52kB
annotations/tumor_092.xml 80.74kB
annotations/tumor_093.xml 11.76kB
annotations/tumor_094.xml 28.46kB
annotations/tumor_095.xml 481.34kB
annotations/tumor_096.xml 277.78kB
annotations/tumor_097.xml 56.71kB
annotations/tumor_098.xml 14.00kB
annotations/tumor_099.xml 229.31kB
annotations/tumor_100.xml 26.38kB
annotations/tumor_101.xml 187.77kB
annotations/tumor_102.xml 619.45kB
annotations/tumor_103.xml 57.89kB
annotations/tumor_104.xml 147.55kB
annotations/tumor_105.xml 415.27kB
annotations/tumor_106.xml 549.72kB
annotations/tumor_107.xml 29.95kB
annotations/tumor_108.xml 253.06kB
annotations/tumor_109.xml 160.11kB
annotations/tumor_110.xml 738.86kB
annotations/tumor_111.xml 27.34kB
checksums.md5 55.36kB
evaluation/evaluate.py 15.77kB
evaluation/example.csv 0.19kB
evaluation/reference.csv 12.18kB
images/normal_001.tif 1.26GB
images/normal_002.tif 1.57GB
images/normal_003.tif 2.16GB
images/normal_004.tif 990.10MB
images/normal_005.tif 1.52GB
images/normal_006.tif 1.22GB
images/normal_007.tif 1.63GB
images/normal_008.tif 1.21GB
images/normal_009.tif 1.65GB
images/normal_010.tif 1.53GB
images/normal_011.tif 2.42GB
images/normal_012.tif 1.37GB
images/normal_013.tif 1.19GB
images/normal_014.tif 1.46GB
images/normal_015.tif 1.69GB
images/normal_016.tif 1.10GB
images/normal_017.tif 1.12GB
images/normal_018.tif 1.46GB
images/normal_019.tif 958.42MB
images/normal_020.tif 1.19GB
images/normal_021.tif 1.05GB
images/normal_022.tif 1.92GB
images/normal_023.tif 1.30GB
images/normal_024.tif 2.78GB
images/normal_025.tif 2.12GB
images/normal_026.tif 2.15GB
images/normal_027.tif 1.15GB
images/normal_028.tif 1.69GB
images/normal_029.tif 1.60GB
images/normal_030.tif 1.52GB
images/normal_031.tif 2.14GB
images/normal_032.tif 1.71GB
images/normal_033.tif 2.19GB
images/normal_034.tif 2.62GB
images/normal_035.tif 1.44GB
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Type: Dataset
Tags:whole-slide image, pathology, histology

Bibtex:
@article{,
title= {CAMELYON16 dataset},
journal= {},
author= {Peter Bandi},
year= {},
url= {https://camelyon16.grand-challenge.org/data},
abstract= {CAMELYON16 challenge dataset. The goal of CAMELYON16 challenge is to evaluate new and existing algorithms for automated detection of metastases in hematoxylin and eosin (H&E) stained whole-slide images (WSIs) of lymph node sections. The dataset contains 270 WSIs (159 normal slides, and 111 slides with tumor) for training, and 129 WSIs for testing. The dataset is a slightly updated version of the one available on GigaScience at https://doi.org/10.1093/gigascience/giy065. The changes are: 1. The test_114.tiff WSI was exhaustively annotated. 2. Generated mask files were added for each WSI with value 1 for normal tissue, and 2 for tumor areas in the corresponding WSI.},
keywords= {whole-slide image, pathology, histology},
terms= {},
license= {https://creativecommons.org/publicdomain/zero/1.0},
superseded= {}
}


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