NWPU-RESISC45 Dataset with 12 classes

In total, the dataset has 12 classes common to four original datasets. Since the original datasets are gathered and marked by various specialists, a similar scene might be labeled by different names. New uniform names are utilized to represent the classes of every dataset. Rectangular Farmland and Circular Farmland in RESISC45 are consolidated to shape Farm. Airport and Airplane in RESISC45 are consolidated to shape Airfield. Stadium and Ground Track Field in RESISC45 are joined to form Game Space. Finally, Stadium and Playground in AID are consolidated to form Game Space class. Thus, these are just an adjustment in name but not in the included images. The list of new common class names and their corresponding names in the different datasets are:AirfieldHarborBeachDense residentialFarmOverpassForestGame spaceParking spaceRiverSparse residentialStorage tanks