Diffusers How to use BiliSakura/GeoSynth-ControlNets with Diffusers:
pip install -U diffusers transformers accelerate
from diffusers import ControlNetModel, StableDiffusionControlNetPipeline
controlnet = ControlNetModel.from_pretrained("BiliSakura/GeoSynth-ControlNets")
pipe = StableDiffusionControlNetPipeline.from_pretrained(
"fill-in-base-model", controlnet=controlnet
) 
