import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("yurujaja/DGInStyle", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]DGInStyle Model Weights
- Stable Diffusion model weights
- Source-domain(GTA) fine-tuned weights
- ControlNet model weights
- Initialized and fine-tuned with source-domain fine-tuned Stable Diffusion
- SegFormer(MiT-B5 backbone) model weights
- DAFormer (+DGInStyle) model weights
- HRDA (+DGInStyle) model weights
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