Important

Errors may occur on Windows due to paths being formatted for linux without accounting for Windows. Let me know if you face any error in the issues page.

LCM_Inpaint-Outpaint_Comfy

ComfyUI custom nodes for inpainting/outpainting using the new latent consistency model (LCM)

Mix Images

<img src='https://github.com/taabata/LCM_Inpaint_Outpaint_Comfy/blob/main/LCM/instructions.png'>

Inpaint

<img src='https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-10-24%2022-38-53.png'>

Outpaint

<img src='https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-10-24%2022-42-53.png'>

Prompt Weighting

Note: Requires CPU inference (select CPU in LCMLoader Node). (facing error that i dont know how to fix when using GPU)

Add '+' for more effect and '-' for less effect. Adding more '+' or '-' increases the effects.

<img src='https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-10-26%2020-18-11.png'>

FreeU

<img src='https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-10-26%2020-39-33.png'>

ReferenceOnly

<img src='https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-10-29%2000-09-32.png'>

Style Transfer

<img src='https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-10-29%2020-08-52.png'>

Image Variations

<img src='https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-10-29%2002-33-23.png'>

Promptless Outpainting

<img src='https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-10-29%2003-32-29.png'>

Image Blending

<img src='https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-10-29%2022-46-43.png'>

ControlNet/T2I Adapter

<img src='https://github.com/taabata/LCM_Inpaint_Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-11-02%2023-41-10.png'>

T2IAdapter thanks to Michael Poutre https://github.com/M1kep

Place model folders inside 'ComfyUI/models/controlnet'

IP Adapter

<img src='https://github.com/taabata/LCM_Inpaint_Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-11-06%2020-37-20.png'>

Place model folders inside 'ComfyUI/models/controlnet'

Canvas Inpaint/Outpaint/img2img

<img src='https://github.com/taabata/LCM_Inpaint_Outpaint_Comfy/blob/main/LCM/Screenshot%20from%202023-11-15%2002-51-12.png'>

In your Terminal/cmd at the directory where your ComfyUI folder is:

cd ComfyUI/custom_nodes/LCM_Inpaint_Outpaint_Comfy/CanvasTool

python setup.py

How to Use:

Clone into custom_nodes folder inside your ComfyUI directory

git clone https://github.com/taabata/LCM_Inpaint-Outpaint_Comfy

Install requirements after changing directory to LCM_Inpaint-Outpaint_Comfy folder

cd LCM_Inpaint-Outpaint_Comfy
pip install -r requirements.txt

Download the model in diffusers format from https://huggingface.co/SimianLuo/LCM_Dreamshaper_v7/tree/main and place it inside model/diffusers folder in your ComfyUI directory. (The name of the model folder should be "LCM_Dreamshaper_v7")

Load the workflow by choosing the .json file for inpainting or outpainting.

Credits

nagolinc's img2img script

Michael Poutre https://github.com/M1kep T2IAdapters