JacksonTian / ComfyUI-Portrait-Maker

Portrait-Maker

This project is an adaptation of EasyPhoto, which breaks down the process of EasyPhoto and will add a series of operations on human portraits in the future.

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Community

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

• Email: [e-mail]
• telegram: https://t.me/+JoFE2vqHU4phZjg1
• QQ Group: 10419777
• WeChat Group:

TODOList

1. Contact modelscope to resolve windows dependency issues
2. Add the log of name and path of the downloaded model
3. Node renaming resolves conflicts with other plug-ins
4. FacefusionPM node adds roop model
5. Optimize workflow
6. Add Ultimate upscale to eliminate abrupt edges

Installation

Note: When you start the plugin for the first time, it will download all the models required by EasyPhoto. You can see the download progress in the terminal. Please do not interrupt the download (no hash verification for startup speed). If the download is interrupted, you need to manually delete the files downloaded halfway last time and download them again.

For Windows users

If you are using a project extracted from a zip package while using ComfyUI, you won't be able to use this plugin. This project relies on ModelScope, but the virtual environment provided in the official ComfyUI zip package cannot install ModelScope. Furthermore, the ComfyUI author has responded, stating that this issue cannot be resolved.aliyunsdkcor error If Windows users wish to use this plugin for analyzing and composing ComfyUI workflows, they will need to create their own virtual environment. (I am using Python 3.10.6.).Of course, if you know a solution, feel free to submit a pull request (PR).

install step

1. First, install ComfyUI.

2. After ComfyUI runs successfully, go to the custom_nodes directory ComfyUI/custom_nodes/

cd custom_nodes

3. Clone this project into the custom_nodes directory.

git clone https://github.com/THtianhao/ComfyUI-Portrait-Maker.git

4. Restart ComfyUI.

Dependent Plugin

comfyui_controlnet_aux

To install the dependent plugin, go to the custom_nodes in the same way as installing this plugin, and then execute the following:

git clone https://github.com/Fannovel16/comfyui_controlnet_aux.git

Note: This dependency is for viewing the style of openpose.

ComfyUI Workflow

Easyphoto workflow location: ./workflow/easyphoto.json

Click "Load" in the right panel of ComfyUI and select the ./workflow/easyphoto_workflow.json file from the project.

Node Introduction

• RetainFace PM: Processes images using the pipeline damo/cv_resnet50_face-detection_retinaface from Model Scope
  • image: Input image
  • multi_user_facecrop_ratio: Multiple for extracting the face area
• FaceFusion PM: Fuses two images using the pipeline damo/cv_unet-image-face-fusion_damo from Model Scope
  • image: Input image
  • user_image: Image to be fused
• RatioMerge2Image PM: Merges two images according to a ratio
  • image1: Input image
  • Image2: Input image
  • fusion_rate: Fusion ratio, maximum is 1, larger values lean towards image1
• MaskMerge2Image PM: Merges images using a mask
  • image1: Input image
  • image2: Input image
  • mask: Mask to be replaced
• ReplaceBoxImg PM: Replaces the image in a box area
  • origin_image: Original image
  • box_area: Area
  • replace_image: Image to be replaced in the area (resolution of box_area and replace_image must match)
• ExpandMaskFaceWidth PM: Proportionally expands the width of the mask
  • mask: Input mask
  • box: Box corresponding to the mask
  • expand_width: Width expansion ratio based on the width of the box
• BoxCropImage PM: Crops images using a box
• ColorTransfer PM: Color transfer for images
• FaceSkin PM: Extracts the mask of the facial part of the image
• MaskDilateErode PM: Dilates and erodes the mask
• SkinRetouching PM: Processes images using the pipeline damo/cv_gpen_image-portrait-enhancement from Model Scope
• PortraitEnhancement PM: Processes images using the pipeline damo/cv_gpen_image-portrait-enhancement from Model Scope
• ImageResizeTarget PM: Resizes images to a target width and height
• ImageScaleShort PM: Reduces the width and height of the image's shorter side
  • image: Input image
  • size: Length to be scaled (proportionally scaled based on the shorter side of width and height)
  • crop_face: Width and height must be multiples of 32 after scaling
• GetImageInfo PM: Extracts the width and height of the image

Contribution

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

1. Create a new feature branch: git checkout -b feature/your-feature-name
2. Make changes and commit: git commit -m "Add new feature"
3. Push to your remote branch: git push origin feature/your-feature-name
4. Create a Pull Request (PR).

License

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

Feel free to join us and contribute to the development of the EasyPhoto ConfyUI Plugin!