BKAI-IGH NeoPolyp-Small 息肉分割图像数据集

BKAI 全称 BioKinesiology Association of Ireland，IGH 全称 Institute of Gastroenterology and Hepatology，这是一个关于细粒度息肉分割的图像数据集，包含 1,200 张图像（1,000 张 WLI 图像和 200 张 FICE 图像），图像均带有细粒度的分割标注。图像中的息肉都被分为肿瘤类和非肿瘤类，分别用红色和绿色表示。训练集有 1,000 张图像，测试集有 200 张图像。BKAI stands for BioKinesiology Association of Ireland, while IGH stands for Institute of Gastroenterology and Hepatology. This is an image dataset for fine-grained polyp segmentation, consisting of 1,200 images in total: 1,000 WLI images and 200 FICE images. All images are accompanied by fine-grained segmentation annotations. Polyps in these images are classified into two categories: neoplastic and non-neoplastic, which are labeled in red and green respectively. The dataset is split into a training set with 1,000 images and a test set with 200 images.

搜集汇总

背景与挑战

背景概述

BKAI-IGH NeoPolyp-Small是一个细粒度息肉分割的医学影像数据集，包含1,200张标注图像，适用于息肉自动分割研究。数据集分为1,000张训练图像和200张测试图像，息肉被分类为肿瘤和非肿瘤两类。