File size: 2,320 Bytes
1e3b872 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 |
# ComfyUI PhotoMaker Plus
[ComfyUI](https://github.com/comfyanonymous/ComfyUI) implementation for [PhotoMaker](https://github.com/TencentARC/PhotoMaker).
PhotoMaker implementation that follows the ComfyUI way of doing things. The code is memory efficient, fast, and shouldn't break with Comfy updates.
<div align="center">
<img width="1261" alt="example workflow" src="https://github.com/shiimizu/ComfyUI-PhotoMaker/assets/54494639/a8320460-a8e0-46df-9780-66a70631e989">
<p>Example workflow that you can load in ComfyUI.</p>
</div>
<br>
## Installation
1. Install [ComfyUI](https://github.com/comfyanonymous/ComfyUI).
2. Install through [ComfyUI Manager](https://github.com/ltdrdata/ComfyUI-Manager) or clone this repo into `custom_nodes` by running the following commands in a terminal:
```bash
cd ComfyUI/custom_nodes
git clone https://github.com/shiimizu/ComfyUI-PhotoMaker-Plus.git
```
3. Download the model from [Hugging Face](https://huggingface.co/TencentARC/PhotoMaker) and place it in a `photomaker` folder in your `models` folder such as `ComfyUI/models/photomaker`.
## Features of this `Plus` version
* Better face resemblance by using `CLIPImageProcessor` like in the original code.
* Automatic PhotoMaker LoRA detection and loading in the LoraLoader nodes.
* Customizable trigger word
* Allows multiple trigger words in the prompt
* Extra nodes such as `PhotoMakerStyles` and `PrepImagesForClipVisionFromPath`
## Important news
**2024-01-24**
* [Official support](https://github.com/comfyanonymous/ComfyUI/commit/d1533d9c0f1dde192f738ef1b745b15f49f41e02) for PhotoMaker landed in ComfyUI. Therefore, this repo's name has been changed. The `PhotoMakerEncode` node is also now `PhotoMakerEncodePlus`.
**2024-01-21**
* Due to various node updates and changes, you may have to recreate the node.
* Removed `ref_images_path` input. Added a `PrepImagesForClipVisionFromPath` node.
**2024-01-18**
* No need to manually extract the LoRA that's inside the model anymore.
## Citation
```bibtex
@article{li2023photomaker,
title={PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding},
author={Li, Zhen and Cao, Mingdeng and Wang, Xintao and Qi, Zhongang and Cheng, Ming-Ming and Shan, Ying},
booktitle={arXiv preprint arxiv:2312.04461},
year={2023}
}
```
|