Update README.md

This commit is contained in:
shiimizu
2024-01-08 16:55:56 -08:00
parent 170358db47
commit af48caa84b
+21 -3
View File
@@ -4,7 +4,7 @@ See [this](https://github.com/pkuliyi2015/multidiffusion-upscaler-for-automatic1
This extension enables **large image drawing & upscaling with limited VRAM** via the following techniques:
1. Two SOTA diffusion tiling algorithms: [Mixture of Diffusers](https://github.com/albarji/mixture-of-diffusers) and [MultiDiffusion](https://github.com/omerbt/MultiDiffusion)
1. Two SOTA diffusion tiling algorithms: [Mixture of Diffusers](https://github.com/albarji/mixture-of-diffusers) <a href="https://arxiv.org/abs/2302.02412"><img width="32" alt="Mixture of Diffusers Paper" src="https://github.com/shiimizu/ComfyUI-TiledDiffusion/assets/54494639/b753b7f6-f9c0-405d-bace-792b9bbce5d5"></a> and [MultiDiffusion](https://github.com/omerbt/MultiDiffusion) <a href="https://arxiv.org/abs/2302.08113"><img width="32" alt="MultiDiffusion Paper" src="https://github.com/shiimizu/ComfyUI-TiledDiffusion/assets/54494639/b753b7f6-f9c0-405d-bace-792b9bbce5d5"></a>
2. pkuliyi2015 & Kahsolt's Tiled VAE algorithm.
3. ~~pkuliyi2015 & Kahsolt's TIled Noise Inversion for better upscaling.~~
@@ -48,8 +48,8 @@ If you have the [Math Expression](https://github.com/pythongosssss/ComfyUI-Custo
`C` = number of columns you want
`R` = number of rows you want
`tile_width // C`
`tile_height // R`
`pixel width of input image or latent // C` = `tile_width`
`pixel height of input image or latent // R` = `tile_height`
<img width="800" alt="Tile_arrangement" src="https://github.com/shiimizu/ComfyUI-TiledDiffusion/assets/54494639/9952e7d8-909e-436f-a284-c00f0fb71665">
@@ -93,4 +93,22 @@ The following images can be loaded in ComfyUI.
<p>4x upscale. 3 passes.</p>
</div>
## Citation
```bibtex
@article{jimenez2023mixtureofdiffusers,
title={Mixture of Diffusers for scene composition and high resolution image generation},
author={Álvaro Barbero Jiménez},
journal={arXiv preprint arXiv:2302.02412},
year={2023}
}
```
```bibtex
@article{bar2023multidiffusion,
title={MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation},
author={Bar-Tal, Omer and Yariv, Lior and Lipman, Yaron and Dekel, Tali},
journal={arXiv preprint arXiv:2302.08113},
year={2023}
}
```