ISIC 2017 Task 1 皮肤病变分割数据集

ISIC 2017 是由 International Skin Imaging Collaboration (ISIC) 发布的一个大规模的皮肤镜图像数据集。 ISIC 2017 Task 1 数据集用于病变分割任务，包含 2,000 张图像，用于与 ground truth 分割的训练（2,000 张二进制掩码图像）。

ISIC 2017 is a large-scale dermoscopic image dataset released by the International Skin Imaging Collaboration (ISIC). The ISIC 2017 Task 1 dataset is designed for lesion segmentation tasks, which comprises 2,000 dermoscopic images accompanied by 2,000 binary mask images serving as ground truth annotations for segmentation training.

搜集汇总

背景与挑战

背景概述

ISIC 2017 Task 1是由国际皮肤影像协作组织发布的皮肤病变分割数据集，包含2000张图像及其对应的二进制掩码，用于训练和验证分割任务。数据集总大小为12.09 GB，涵盖训练、测试和验证数据。