SalmaneExploring/pad-ufes-20

PAD-UFES-20是一个皮肤病学数据集，包含智能手机拍摄的皮肤病变临床图像和表格元数据。数据集包含2,298张图像，来自1,373名患者和1,641个皮肤病变。标签包括光化性角化病（ACK）、基底细胞癌（BCC）、黑色素瘤（MEL）、痣（NEV）、鳞状细胞癌（SCC）和脂溢性角化病（SEK）。数据集支持基于图像的皮肤病变分类、模型评估和MLOps可重复性的研究和教育。数据集来自Pacheco等人的研究，并在Mendeley Data和Kaggle上有镜像。使用该数据集时需遵守CC BY 4.0许可并引用原始论文。PAD-UFES-20 is a dermatology dataset containing smartphone clinical images of skin lesions along with tabular metadata. The dataset includes 2,298 images from 1,373 patients and 1,641 skin lesions. The labels used are: Actinic keratosis (ACK), Basal cell carcinoma (BCC), Melanoma (MEL), Nevus (NEV), Squamous cell carcinoma (SCC), and Seborrheic keratosis (SEK). The dataset supports research and education in image-based skin lesion classification, model evaluation, and MLOps reproducibility. The dataset originates from the work of Pacheco et al. and is mirrored on Mendeley Data and Kaggle. Use of the dataset requires compliance with the CC BY 4.0 license and citation of the original paper.