RationAI/PanNuke
收藏Hugging Face2025-12-05 更新2025-04-26 收录
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https://hf-mirror.com/datasets/RationAI/PanNuke
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资源简介：
PanNuke是一个为核实例分割和分类而半自动生成的数据集，提供了19种组织类型和5种不同细胞类别的全面核注释。该数据集包含了总共189,744个标记核，每个都有对应的实例分割掩膜，并包含7,901张256×256像素的图像。这些图像在40倍放大下捕获，具有0.25 µm/pixel的分辨率。数据集高度不平衡，尤其是Dead核类别。数据集分为三个折叠：fold1、fold2和fold3。
PanNuke is a semi-automatically generated dataset for nuclei instance segmentation and classification, providing comprehensive nuclei annotations across 19 tissue types and 5 distinct cell categories. The dataset includes a total of 189,744 labeled nuclei, each accompanied by an instance segmentation mask, and contains 7,901 images, each sized 256×256 pixels. The dataset is highly imbalanced, with the Dead nuclei category being particularly underrepresented. The dataset is organized into three folds: fold1, fold2, and fold3.
提供机构：
RationAI
