GlobalBuildingMap

The GlobalBuildingMap (GBM) dataset provides the highest resolution and highest accuracy building footprint map on a global scale ever created. GBM was generated by training and applying modern deep neural networks on nearly 800,000 satellite images. The dataset is stored in 5 by 5 degree tiles in geotiff format. The first version of the dataset contains the African continent.