A ControlNet-conditioned Stable Diffusion model generates satellite imagery from land-use text prompts and OpenStreetMap-derived constraint maps for Chicago, Dallas, and Los Angeles.
The{landuse} area is concentrated in the{position} of the image in shaded{color}
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Generative AI for Urban Planning: Synthesizing Satellite Imagery via Diffusion Models
A ControlNet-conditioned Stable Diffusion model generates satellite imagery from land-use text prompts and OpenStreetMap-derived constraint maps for Chicago, Dallas, and Los Angeles.