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ComfyUI_InstantIR_Wrapper

You can InstantIR to Fix blurry photos in ComfyUI
InstantIR:Blind Image Restoration with Instant Generative Reference
喜欢这个项目的，请给InstantIR项目个星星！（If you like this project, please give the InstantIR project a star!）

Update

2024-11-11

  • change some code for lowram,The inference speed of 4070 12G is 20 times faster than before(21s at 20 steps );
  • 修改了一些代码，目前4070 12G的推理速度比之前演示的快20倍（感觉这个才是正常的，显存峰值10G左右,20步跑完20秒左右)

1.Installation

In the ./ComfyUI /custom_node directory, run the following:

git clone https://github.com/smthemex/ComfyUI_InstantIR_Wrapper.git

2.requirements

pip install -r requirements.txt

3.checkpoints

3.1 any SDXL checkpoint
3.2 InstantIR checkpoints InstantIR

├── ComfyUI/models/InstantIR/models
|     ├── adapter.pt
|     ├── aggregator.pt
|     ├──previewer_lora_weights.bin

3.3 dino: online or any local path dinov2-large
3.4 lcm lora lcm-lora-sdxl

4.Example

5.Citation

instantX-research/InstantIR

@article{huang2024instantir,
  title={InstantIR: Blind Image Restoration with Instant Generative Reference},
  author={Huang, Jen-Yuan and Wang, Haofan and Wang, Qixun and Bai, Xu and Ai, Hao and Xing, Peng and Huang, Jen-Tse},
  journal={arXiv preprint arXiv:2410.06551},
  year={2024}
}```