R-J
/

Diffusers
medical

StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images

Repo containing model weights from the paper, Github code can be found here

StainFuser

Organisation

  • checkpoint: StainFuser trained weights trained at 512x512 resolution with mixed magnification
  • training: contains SD per-trained weights for backbone initialistaion in training

Citation

@misc{jewsbury2024stainfuser,
      title={StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images}, 
      author={Robert Jewsbury and Ruoyu Wang and Abhir Bhalerao and Nasir Rajpoot and Quoc Dang Vu},
      year={2024},
      eprint={2403.09302},
      archivePrefix={arXiv},
      primaryClass={eess.IV}
}
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Dataset used to train R-J/StainFuser