ChinaUIS Dataset

This dataset is used for urban informal settlements classification. The dataset contains a total of 1833 sets of samples, each of which includes a remote sensing image of size 3×224×224 and four street view images of size 3×512×1024. The remote sensing images come from Google Earth 18-level high-resolution remote sensing image with a resolution of 1.19m. The street view images come from Baidu Street View API. The samples in this dataset are divided into two categories, namely urban informal settlements (UIS) and non-urban informal settlements (Not-UIS). The dataset contains a total of 643 UIS samples and 1190 Not-UIS samples. All samples come from China’s eight megacities with a permanent urban population of more than 10 million (Beijing, Shanghai, Guangzhou, Shenzhen, Tianjin, Chengdu, Wuhan, and Chongqing).

搜集汇总

背景与挑战

背景概述

ChinaUIS Dataset是一个用于城市非正规住区分类的数据集，包含1833个样本，每个样本由高分辨率遥感图像和街景图像组成，分为UIS和Not-UIS两类。数据来源于中国八个特大城市，适用于地球科学领域的相关研究。