KaiChen1998/nuscenes2d-time-weather-geodiffusion
Updated • 26
How to use KaiChen1998/geodiffusion-nuimages-time-weather-512x512 with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("KaiChen1998/geodiffusion-nuimages-time-weather-512x512", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]GeoDiffusion is a detection data generation model fine-tuned from Stable Diffusion v1-5. This repo contains the GeoDiffusion checkpoint trained on nuImages dataset under 512x512 with conditional generation support for time-of-day and weather. Check detailed usage in our Github repo.