ComfyUI-FaceChain

This project is adapted from facechain and involves the breakdown and improvement of the processes of facechain.

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Contact

If you have any questions or suggestions, you can reach us through the following channels:

Email: tototianhao@gmail.com

Telegram: https://t.me/+JoFE2vqHU4phZjg1

WeChat Group:

Steps

Install ComfyUI first.

After a successful installation of ComfyUI, navigate to the custom_nodes directory at ComfyUI/custom_nodes/.

cd custom_nodes

Clone this project into the custom_nodes directory.

git clone https://github.com/THtianhao/ComfyUI-FaceChain

Restart ComfyUI.

ComfyUI Workflow

Facechain Workflow Location: workflow_inpaiting_inference.png

Drag the workflow directly into ComfyUI.

Node Introduction

FC StyleLoraLoad

> The workflow can load the checkpoints and style Lora used by facechain, download them first, and then merge them, providing relevant prompts.

> Workflow: ./workflow/workflow_inference.json

FC FaceDetectCrop

> Detects faces and crops them.

Parameter Description:

mode: Cropping mode, normal mode crops according to the face, square 512 width height will scale the face to 512.

face_index: Index of the face, if there are multiple faces, retrieve them based on the index.

crop_ratio: Only effective in normal mode, crops the face proportionally, 1.0 is 1x the face.

FC FaceFusion

> Fusion using model scope model.

FC FaceSegment

> Segmentation using model scope model to obtain masks for the face and body.

Parameter Description:

ksize: Expansion parameter for segmenting the edges of the face.

ksize1: Expansion parameter for segmenting the edges of the face.

include_neck: Whether the segmented image includes the neck.

FC FaceSegAndReplace

> Performs face fusion and replaces the original image, similar to facefusion but mainly used for multiple people.

FC RemoveCannyFace

> Removes the Canny-detected parts of the face.

FC ReplaceByMask

> Replaces the image based on the mask.

FC MaskOP

> Operations on the mask.

Parameter Description:

mode: Provides three operations, blur, erosion, dilation.

kernel: The kernel used for the operation, the larger the kernel, the stronger the operation.

FC FCCropToOrigin

> Currently, it can only be used in conjunction with FC FaceDetectCrop in square 512 width height mode. Pastes the cropped image onto the target image based on the mask.

Parameter Description:

origin_image: Original image.

origin_box: Bounding box of the original image.

origin_mask: Mask cropped from the original image.

paste_image: Pasting image, must be consistent with the origin_mask, hence the need for FC FaceDetectCrop in square 512 width height mode.

Contribution

If you find any issues or have suggestions for improvement, feel free to contribute. Follow these steps:

Branch out a new feature branch: git checkout -b feature/your-feature-name

Make your changes and commit: git commit -m "Add new feature"

Push to your remote branch: git push origin feature/your-feature-name

Create a Pull Request (PR).

License

This project is licensed under the MIT License. See the LICENSE file for details.

Join us and contribute to the development of EasyPhoto ComfyUI Plugin!