MKZuziak/ISIC_2019_Resized

这是2019年ISIC挑战数据集的重新缩放版本，包含224 x 224的RGB图像。数据集主要用于图像分类和无条件图像生成任务。原始数据集由多个部分组成，包括BCN_20000数据集、HAM10000数据集和MSK数据集，每个部分都有特定的引用要求。使用此数据集时，需遵守CC-BY-NC许可证的归属要求，并在出版物中正确引用。

This is a rescaled version of the 2019 ISIC Challenge Datasets, containing 224 x 224 RGB images. The dataset is primarily used for image classification and unconditional image generation tasks. The original dataset consists of several parts, including the BCN_20000 Dataset, the HAM10000 Dataset, and the MSK Dataset, each with specific citation requirements. When using this dataset, one must comply with the attribution requirements of the CC-BY-NC license and properly cite it in publications.

原始信息汇总

ISIC 2019 Challenge Datasets (224 x 224)

概述

• 数据集名称: ISIC 2019 Challenge Datasets (224 x 224)
• 数据类型: 图像
• 分辨率: 224 x 224 RGB
• 任务类别:
  • 图像分类
  • 无条件图像生成
• 数据集大小: 1B<n<10B
• 许可证: CC-BY-4.0

数据来源

• 原始数据集: ISIC Challenge Datasets (2019)
• 重缩放者: Carlo Metta
• 上传者: Maciej Zuziak

引用规则

原始数据集引用

• BCN_20000 Dataset: (c) Department of Dermatology, Hospital Clínic de Barcelona
• HAM10000 Dataset: (c) by ViDIR Group, Department of Dermatology, Medical University of Vienna; https://doi.org/10.1038/sdata.2018.161
• MSK Dataset: (c) Anonymous; https://arxiv.org/abs/1710.05006; https://arxiv.org/abs/1902.03368

完整引用

• [1] Tschandl P., Rosendahl C. & Kittler H. The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions. Sci. Data 5, 180161 doi.10.1038/sdata.2018.161 (2018)
• [2] Noel C. F. Codella, David Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin Mishra, Harald Kittler, Allan Halpern: "Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)", 2017; arXiv:1710.05006.
• [3] Marc Combalia, Noel C. F. Codella, Veronica Rotemberg, Brian Helba, Veronica Vilaplana, Ofer Reiter, Allan C. Halpern, Susana Puig, Josep Malvehy: "BCN20000: Dermoscopic Lesions in the Wild", 2019; arXiv:1908.02288.

重缩放版本引用

• 使用重缩放版本时，请注明原始HuggingFace仓库。