Image-to-Image
Diffusers
English
histopathology
diffusion
image-generation
medical-imaging
latent-diffusion
semantic-synthesis
tissue-synthesis
computational-pathology
stable-diffusion
Instructions to use Saghir/HeteroTissueDiffuse with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Saghir/HeteroTissueDiffuse 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("Saghir/HeteroTissueDiffuse", 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
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[](https://arxiv.org/abs/2509.17847)
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[](https://kimialabmayo.github.io/hetero_tissue_diffuse_page/)
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[](https://github.com/
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[](https://arxiv.org/abs/2509.17847)
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[](https://kimialabmayo.github.io/hetero_tissue_diffuse_page/)
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