comfyui_sunxAI_facetools

Face detection & restoration tools for ComfyUI by Sunx.ai

[!NOTE] This projected was created with a cookiecutter template. It helps you start writing custom nodes without worrying about the Python setup.

Quickstart

1. Install ComfyUI.
2. Install ComfyUI-Manager
3. Look up this extension in ComfyUI-Manager. If you are installing manually, clone this repository under ComfyUI/custom_nodes.
4. Restart ComfyUI.

Features

• DetectFaces: 检测图像中的人脸，返回面积最大的人脸
• DetectFaceByIndex: 根据索引检测人脸，支持从左到右选择特定人脸（0=最左边，1=第二个，以此类推），支持性别筛选（0=任意性别，1=男性，2=女性）。性别检测只在需要时启用，提高性能。
• DetectFaceByGender: 根据性别和索引检测人脸，支持筛选男性/女性人脸，并按从左到右顺序选择
• CropFaces: 裁剪检测到的人脸区域
• WarpFaceBack: 将处理后的脸贴回原图
• InstantID: 人脸身份保持功能
• ColorAdjust: 人脸颜色调整
• SaveImageWebsocket: 通过 WebSocket 保存图像

安装依赖

本插件使用 InsightFace 进行高精度性别检测，首次使用时会自动下载模型：

pip install insightface

注意: InsightFace 需要额外的模型文件，首次运行时会自动下载。

性别检测特性

• 使用 InsightFace 进行高精度性别识别
• 支持 GPU 和 CPU 模式，自动选择最佳设备
• 提供年龄检测和置信度信息
• 支持 fallback 方案（基于面部宽高比）
• 防止除零错误，确保稳定运行

Develop

To install the dev dependencies and pre-commit (will run the ruff hook), do:

cd comfyui_sunxAI_facetools
pip install -e .[dev]
pre-commit install

The -e flag above will result in a "live" install, in the sense that any changes you make to your node extension will automatically be picked up the next time you run ComfyUI.

Publish to Github

Install Github Desktop or follow these instructions for ssh.

1. Create a Github repository that matches the directory name.
2. Push the files to Git

git add .
git commit -m "project scaffolding"
git push

Writing custom nodes

An example custom node is located in node.py. To learn more, read the docs.

Tests

This repo contains unit tests written in Pytest in the tests/ directory. It is recommended to unit test your custom node.

• build-pipeline.yml will run pytest and linter on any open PRs
• validate.yml will run node-diff to check for breaking changes

Publishing to Registry

If you wish to share this custom node with others in the community, you can publish it to the registry. We've already auto-populated some fields in pyproject.toml under tool.comfy, but please double-check that they are correct.

You need to make an account on https://registry.comfy.org and create an API key token.

• Go to the registry. Login and create a publisher id (everything after the @ sign on your registry profile).
• Add the publisher id into the pyproject.toml file.
• Create an api key on the Registry for publishing from Github. Instructions.
• Add it to your Github Repository Secrets as REGISTRY_ACCESS_TOKEN.

A Github action will run on every git push. You can also run the Github action manually. Full instructions here. Join our discord if you have any questions!