S²UV (Satellite & Street-view images for Urban Village classification)

The data source is Google Earth level-17 high-resolution remote sensing imagery (2.15m) and Tencent streetview data. The dataset contains 856 and 1714 image samples corresponding to the two categories of urban villages and non-urban villages, respectively, which are sampled in Beijing, Tianjin and Shijiazhuang.

After data preprocessing, per sample contains one remote sensing image and four corresponding streetview images, and all image sizes are 224 × 224 × 3. The dataset is divided into training and test set using the ratio 7 : 3, and then the training and validation set are divided from the training set using the ratio 8 : 2.