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HTW-KI-Werkstatt
/
DiffuMT

Image-to-Image
Diffusers
Safetensors
English
SegGuidedDDIMPipeline
diffusion
image-generation
microscopy
microtubule
mask-conditioned
ddim
biology
Model card Files Files and versions
xet
Community

Instructions to use HTW-KI-Werkstatt/DiffuMT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Diffusers

    How to use HTW-KI-Werkstatt/DiffuMT 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("HTW-KI-Werkstatt/DiffuMT", 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
DiffuMT
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
Koddenbrock's picture
Koddenbrock
Fix: paper title, subfolder in from_pretrained, demo link, inline sampling code
0ca0c0b verified about 22 hours ago
  • scheduler
    Add diagnostic-selected checkpoint (epoch 290) 1 day ago
  • unet
    Add diagnostic-selected checkpoint (epoch 290) 1 day ago
  • .gitattributes
    1.52 kB
    initial commit 1 day ago
  • README.md
    4.27 kB
    Fix: paper title, subfolder in from_pretrained, demo link, inline sampling code about 22 hours ago
  • model_index.json
    284 Bytes
    Add diagnostic-selected checkpoint (epoch 290) 1 day ago