Uncurated satellite imagery generations generated by our SWAGAN model, trained on the RESISC-45 dataset.
Example of edits moving along the first semantic direction (urbanization shift)
Example of edits moving along the third semantic direction (vertical/horizontal axis structure reinforcement, depending on the edit direction).
Example of edits moving along the fourth semantic direction (main/secondary structure reinforcement, depending on the edit direction).
Example of edits moving along the fifth semantic direction (road structure addition/removal, depending on the edit direction).
Example of edits moving along the seventh semantic direction (flora growth/diminishment, depending on the edit direction).
Demo video here.
Comment: First paper to propose frequency-aware style-based image generation.