Building recognition method and apparatus, and device

The present disclosure discloses a building recognition method and apparatus, and a device, and relates to the field of maps. The method includes acquiring a to-be-recognized satellite image of a building; performing feature extraction on the satellite image of the building to obtain feature information; generating top surface information according to the feature information to obtain top surface parameter information of the building in the satellite image; generating facade information according to the feature information to obtain facade parameter information of the building in the satellite image; and performing top surface recognition based on the feature information and the top surface parameter information to obtain a top surface recognition result of the building in the satellite image, and performing facade recognition based on the feature information and the facade parameter information to obtain a facade recognition result of the building in the satellite image.