| --- |
| license: apache-2.0 |
| datasets: |
| - R-J/SPI-2M |
| library_name: diffusers |
| tags: |
| - medical |
| --- |
| # StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images |
|
|
| Repo containing model weights from the [paper](https://arxiv.org/abs/2403.09302), Github code can be found [here](https://github.com/R-J96/stainFuser) |
|
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|  |
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|
| ### 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} |
| } |
| ``` |
