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} | |
} | |
``` |