README.md

---
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)

![StainFuser](assets/workflow_pipeline.png)

### 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}
}
```