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prs-eth
/
marigold-normals-v1-1

Image-to-Image
Diffusers
Safetensors
English
MarigoldNormalsPipeline
normals estimation
image analysis
computer vision
in-the-wild
zero-shot
Model card Files Files and versions
xet
Community
2

Instructions to use prs-eth/marigold-normals-v1-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Diffusers

    How to use prs-eth/marigold-normals-v1-1 with Diffusers:

    pip install -U diffusers transformers accelerate
    import torch
    from diffusers import DiffusionPipeline
    from diffusers.utils import load_image
    
    # switch to "mps" for apple devices
    pipe = DiffusionPipeline.from_pretrained("prs-eth/marigold-normals-v1-1", dtype=torch.bfloat16, device_map="cuda")
    
    prompt = "Turn this cat into a dog"
    input_image = load_image("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png")
    
    image = pipe(image=input_image, prompt=prompt).images[0]
  • Notebooks
  • Google Colab
  • Kaggle
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

Is there an LCM and/or TensorRT version of this new model for real-time normals estimation?

1
#2 opened about 1 year ago by
tebjan
Company
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