🐳 Pond Nodes for ComfyUI

Version 1.0.6 - Latest Update

English | 中文

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🔄 Recent Updates (v1.0.6)

✨ New Features

• 🛠️ Math Tools: Added comprehensive mathematical operation nodes including multi-number comparison, aspect ratio calculator, and basic math operations
• 🎬 Video Processing: New video frame extraction nodes with multiple extraction modes (index, percentage, time-based)
• 🎭 Pose & Clothing Selection: Rich tag selection system for human poses and clothing with batch generation capabilities
• 💻 Hardware Monitoring: Real-time system monitoring service for CPU, GPU, and memory usage
• 🌐 Enhanced Web Interface: Added JavaScript components for better user interaction

🔧 Improvements

• Updated dependency requirements with new optional packages
• Enhanced error handling across all nodes
• Improved documentation with detailed usage guides
• Better memory management and performance optimization

❌ Removed Features

• Removed BatchWatermark node (deprecated)
• Removed aged_damaged_effect node (deprecated)

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Chinese

一个为ComfyUI设计的全面自定义节点集合，提供丰富的图像处理和遮罩操作功能，包含计算机视觉、图像处理和工作流优化的高级工具。

✨ 功能特点

该插件集合包含多种实用节点，可以帮助你：

• 🔍 YOLO对象检测与裁剪：

  • YOLO检测裁剪：智能对象检测和裁剪，支持类别过滤和置信度设置
  • YOLO图像拼接：将检测到的对象智能拼接到其他图像上

• 🎭 高级遮罩操作：

  • 遮罩布尔运算：支持交集、并集、差集、异或等操作，带有9种对齐方式
  • 多遮罩运算：支持多个遮罩的连续布尔运算
  • 遮罩合并与合成：提供遮罩合并和多遮罩合并节点
  • 遮罩区域扩展：可在四个方向扩展遮罩区域，支持渐变过渡
  • 遮罩百分比羽化：基于百分比调整羽化半径，可保持锐利边缘
  • 遮罩尺寸对齐：自动对齐不同尺寸的遮罩
  • 遮罩移除：移除图像中的遮罩区域
  • 遮罩切换：在不同遮罩间灵活切换
  • 基于遮罩的图像对齐：使用遮罩进行高级图像对齐

• 👤 人体部位处理：

  • 人体部位选择器：轻松选择并处理人体特定部位
  • 肢体选择器：支持20多个人体部位的选择，如眼睛、嘴巴、手臂等
  • 自动马赛克：基于姿态检测的自动马赛克功能，集成MediaPipe

• 🖼️ 图像处理：

  • RealESRGAN超分辨率：使用ONNX格式的RealESRGAN模型进行高质量图像放大
  • 图像反相：一键反转图像颜色，带有开关控制
  • 去饱和度：基础和高级图像去色功能
  • 像素处理：像素化、像素校正、局部像素化和像素增强
  • 逼真噪点：添加自然外观的噪点，支持多种参数调整

• 📝 文本处理：

  • 文本清理器：清理和优化提示文本，支持标签过滤和句子过滤

• 📊 元数据工具：

  • 删除元数据：从图像中删除元数据
  • 加载图像(清除元数据)：加载图像的同时清除元数据
  • 查看元数据：检查图像的元数据信息
  • 批量删除元数据：批量处理多张图像的元数据

• 🧠 内存管理：

  • 内存管理器：优化节点处理过程中的内存使用，提高处理效率

• 🛠️ 数学工具：

  • 多数值比较：支持多个数值的比较运算，包括最大值、最小值、中位数、平均值等
  • 宽高比计算器：智能计算图像宽高比，支持多种约束模式和预设比例
  • 数学运算：基础数学运算包括加减乘除、幂运算、三角函数等

• 🎬 视频处理：

  • 视频帧提取器：从视频中提取指定帧，支持索引、百分比、时间等提取模式
  • 高级帧提取：支持帧范围提取和批量处理

• 🎭 姿势与服装：

  • 姿势选择器：丰富的人体姿势标签选择，包含多种姿势类别和批量生成
  • 服装选择器：全面的服装标签系统，支持多种服装类型和穿搭建议

• 💻 硬件监控：

  • 硬件监控器：实时监控CPU、GPU、内存使用情况，优化工作流性能

📂 节点文件与功能对应

本插件包含以下Python模块文件，每个文件实现了特定的功能节点：

文件名	节点名称	功能描述
yoloCrop.py	🐳YOLO检测裁剪	使用YOLO模型检测图像中的对象并智能裁剪，支持多种检测类别和裁剪模式
yoloPaste.py	🐳YOLO图像拼接	将检测到的对象智能拼接到其他图像上，支持位置调整
MaskBoolean.py	🐳遮罩布尔运算, 🐳多遮罩运算	遮罩对齐布尔运算和多遮罩连续布尔运算，支持多种布尔操作
MaskComposite.py	🐳高级遮罩合成, 🐳基于遮罩的图像合成	复杂的遮罩合成工具，用于创建高级合成效果
MaskMerge.py	🐳多遮罩合并, 🐳遮罩合并	提供简单和高级两种遮罩合并功能
MaskRegionExpand.py	🐳遮罩区域扩展	在四个方向扩展遮罩区域，支持渐变过渡和边缘平滑
MaskFeatherPercentage.py	🐳遮罩百分比羽化	基于图像尺寸百分比调整羽化半径，可保持锐利边缘
MaskSizeAlign.py	🐳遮罩尺寸对齐	将不同尺寸的遮罩调整为相同尺寸，支持多种对齐方式
MaskRemove.py	🐳遮罩移除	从图像中移除遮罩区域，支持多种填充方式
MaskSwitch.py	🐳遮罩切换	在多个遮罩之间进行条件切换
ImageAlignByMask.py	🐳基于遮罩的图像对齐	使用遮罩定位进行高级图像对齐
BodyPartSelector.py	🐳人体部位选择器	人体主要部位的选择器，用于与ControlNet等配合使用
LimbSelector.py	🐳肢体选择器	详细的人体肢体部位选择器，支持20多个人体部位
auto_censor.py	🐳基于OpenPose的自动马赛克	使用OpenPose检测的自动马赛克，集成MediaPipe
RealESRGANUpscaler.py	🐳RealESRGAN超分辨率	使用ONNX格式的RealESRGAN模型进行高质量图像放大
InvertImage.py	🐳图像反相	一键反转图像颜色，带有开关控制
desaturate.py	🐳图像去色, 🐳图像去色(V2)	基础和高级的图像去饱和度处理
square_pixel.py	🐳像素化, 🐳像素校正, 🐳局部像素化, 🐳像素增强	多种像素艺术风格处理工具
RealisticNoise.py	🐳逼真噪点	添加自然外观的噪点，支持多种参数调整
TextCleaner.py	🐳文本清理器	清理和优化提示文本，支持标签过滤和句子过滤
MetadataUtils.py	🐳删除元数据, 🐳加载图像(清除元数据), 🐳查看元数据, 🐳批量删除元数据	图像元数据处理工具集
MemoryManager.py	🐳内存管理器	优化节点处理过程中的内存使用
math_tools.py	🐳多数值比较, 🐳宽高比计算, 🐳数学运算	数学工具集，支持多种数学运算和数值处理
VideoFrameExtractor.py	🐳视频帧提取器, 🐳高级视频帧提取器, 🐳视频帧范围提取器	视频帧提取和处理工具
PoseSelector.py	🐳姿势选择器, 🐳简单姿势选择器, 🐳批量姿势生成器	人体姿势标签选择和批量生成工具
Clothing_Selector.py	🐳服装选择器, 🐳简单服装选择器, 🐳批量服装生成器, 🐳服装穿搭建议	服装标签选择和穿搭建议工具
hardware_monitor.py	硬件监控服务	实时监控系统硬件状态，为其他节点提供性能参考

📋 依赖要求

核心依赖

• ComfyUI最新版本
• Python 3.8+
• torch >= 2.0.0
• Pillow >= 9.0.0
• numpy >= 1.22.0

可选依赖（用于特定功能）

• ultralytics >= 8.0.0 (YOLO功能)
• onnxruntime >= 1.14.0 (RealESRGAN超分辨率和ONNX模型)
• scipy >= 1.8.0 (高级遮罩处理)
• opencv-python >= 4.5.0 (遮罩合成和自动马赛克)
• mediapipe >= 0.9.0 (自动马赛克姿态检测 - 有回退方案)
• realesrgan >= 0.3.0 (RealESRGAN超分辨率 - 有回退方案)
• torchvision >= 0.15.0 (YOLO拼接变换函数)
• requests >= 2.25.0 (内存管理器网络功能)
• psutil >= 5.8.0 (硬件监控功能)
• pynvml >= 8.0.4 (NVIDIA GPU监控 - 硬件监控功能)

1. 克隆或下载此仓库
2. 将文件夹放入ComfyUI的custom_nodes目录
3. 安装所需依赖：

   pip install -r requirements.txt

📌 模型设置

• 模型的下载链接:https://pan.baidu.com/s/1xx6KEsdyj9bvV5MlGZcvLQ?pwd=ukr2

YOLO模型

• 将YOLO模型文件(.pt)放入ComfyUI/models/yolo/目录
• 推荐使用YOLOv8模型，如yolov8n.pt或yolov8s.pt

RealESRGAN模型

• 将RealESRGAN ONNX模型放入ComfyUI/models/upscale_models/目录
• 默认使用RealESRGAN_x4plus.pth

⚠️ 重要说明

• 依赖项：某些节点需要可选依赖项，按需安装：

  • YOLO节点需要ultralytics
  • 自动马赛克需要mediapipe（有回退方案）
  • RealESRGAN超分辨率需要realesrgan（有回退方案）
  • 高级遮罩操作需要opencv-python

• 模型文件：确保将模型文件放在上述指定的正确目录中。

• 内存使用：对于大图像或批处理，考虑使用内存管理器节点来优化性能。

• 错误处理：大多数节点包含优雅的错误处理，如果缺少依赖项或找不到模型，会提供信息性消息。

• 冲突：本节点与comfyui_HiDream-Sampler有依赖冲突，如果发现终端控制台在进行不断刷屏，请检查你是否安装了这个插件！！！

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English

A comprehensive collection of custom nodes for ComfyUI, providing rich image processing and mask operation functionality with advanced tools for computer vision, image manipulation, and workflow optimization.

✨ Features

This plugin collection includes various practical nodes to help you with:

• 🔍 YOLO Object Detection & Cropping:

  • YOLO Detection Crop: Intelligent object detection and cropping with class filtering and confidence settings
  • YOLO Image Paste: Paste detected objects onto other images with smart positioning

• 🎭 Advanced Mask Operations:

  • Mask Boolean Operations: Support intersection, union, difference, XOR operations with 9 alignment modes
  • Multi-Mask Operations: Support continuous boolean operations on multiple masks
  • Mask Merge & Composite: Provide mask merging and multi-mask merging nodes
  • Mask Region Expand: Expand mask regions in four directions with gradient transitions
  • Mask Percentage Feathering: Adjust feathering radius based on percentage, can preserve sharp edges
  • Mask Size Alignment: Automatically align masks of different sizes
  • Mask Remove: Remove mask regions from images with various fill methods
  • Mask Switch: Flexible switching between different masks
  • Image Align by Mask: Advanced image alignment using mask-based positioning

• 👤 Human Body Part Processing:

  • Body Part Selector: Easily select and process specific human body parts
  • Limb Selector: Support selection of 20+ human body parts like eyes, mouth, arms, etc.
  • Auto Censor: Automatic censoring using pose detection with MediaPipe integration

• 🖼️ Image Processing:

  • RealESRGAN Upscaler: High-quality image upscaling using ONNX format RealESRGAN models
  • Image Invert: One-click color inversion with toggle control
  • Desaturate: Basic and advanced image desaturation functionality
  • Pixel Processing: Pixelization, pixel correction, partial pixelization, and pixel enhancement
  • Realistic Noise: Add natural-looking noise with multiple parameter adjustments

• 📝 Text Processing:

  • Text Cleaner: Clean and optimize prompt text with tag filtering and sentence filtering

• 📊 Metadata Tools:

  • Remove Metadata: Remove metadata from images
  • Load Image (Clear Metadata): Load images while clearing metadata
  • View Metadata: Check image metadata information
  • Batch Remove Metadata: Batch process metadata from multiple images

• 🧠 Memory Management:

  • Memory Manager: Optimize memory usage during node processing for improved efficiency

• 🛠️ Math Tools:

  • Multi Number Compare: Support comparison operations on multiple values including max, min, median, average, etc.
  • Aspect Ratio Calculator: Smart aspect ratio calculation with multiple constraint modes and preset ratios
  • Math Operations: Basic mathematical operations including arithmetic, power, trigonometric functions, etc.

• 🎬 Video Processing:

  • Video Frame Extractor: Extract specific frames from videos with index, percentage, time-based modes
  • Advanced Frame Extraction: Support frame range extraction and batch processing

• 🎭 Pose & Clothing:

  • Pose Selector: Rich human pose tag selection with multiple pose categories and batch generation
  • Clothing Selector: Comprehensive clothing tag system with various clothing types and outfit suggestions

• 💻 Hardware Monitoring:

  • Hardware Monitor: Real-time monitoring of CPU, GPU, memory usage for workflow performance optimization

📂 Node Files and Function Mapping

This plugin contains the following Python module files, each implementing specific function nodes:

File Name	Node Names	Function Description
yoloCrop.py	🐳YOLO Detection Crop	Use YOLO models to detect objects in images and intelligently crop, supporting multiple detection classes and cropping modes
yoloPaste.py	🐳YOLO Image Paste	Intelligently paste detected objects onto other images with position adjustment support
MaskBoolean.py	🐳Mask Boolean Operations, 🐳Multi-Mask Operations	Mask alignment boolean operations and multi-mask continuous boolean operations with various boolean operations
MaskComposite.py	🐳Advanced Mask Composite, 🐳Mask-Based Image Composite	Complex mask compositing tools for creating advanced composite effects
MaskMerge.py	🐳Multi-Mask Merge, 🐳Mask Merge	Provide simple and advanced mask merging functionality
MaskRegionExpand.py	🐳Mask Region Expand	Expand mask regions in four directions with gradient transitions and edge smoothing
MaskFeatherPercentage.py	🐳Mask Percentage Feathering	Adjust feathering radius based on image size percentage, can preserve sharp edges
MaskSizeAlign.py	🐳Mask Size Alignment	Adjust masks of different sizes to the same size with multiple alignment modes
MaskRemove.py	🐳Mask Remove	Remove mask regions from images with multiple fill methods
MaskSwitch.py	🐳Mask Switch	Conditional switching between multiple masks
ImageAlignByMask.py	🐳Image Align by Mask	Advanced image alignment using mask positioning
BodyPartSelector.py	🐳Body Part Selector	Human body main part selector for use with ControlNet and other tools
LimbSelector.py	🐳Limb Selector	Detailed human limb part selector supporting 20+ human body parts
auto_censor.py	🐳Auto Censor with OpenPose	Automatic censoring using OpenPose detection with MediaPipe integration
RealESRGANUpscaler.py	🐳RealESRGAN Upscaler	High-quality image upscaling using ONNX format RealESRGAN models
InvertImage.py	🐳Image Invert	One-click color inversion with toggle control
desaturate.py	🐳Image Desaturate, 🐳Image Desaturate (V2)	Basic and advanced image desaturation processing
square_pixel.py	🐳Pixelization, 🐳Pixel Correction, 🐳Partial Pixelization, 🐳Pixel Enhancement	Multiple pixel art style processing tools
RealisticNoise.py	🐳Realistic Noise	Add natural-looking noise with multiple parameter adjustments
TextCleaner.py	🐳Text Cleaner	Clean and optimize prompt text with tag filtering and sentence filtering
MetadataUtils.py	🐳Remove Metadata, 🐳Load Image (Clear Metadata), 🐳View Metadata, 🐳Batch Remove Metadata	Image metadata processing toolset
MemoryManager.py	🐳Memory Manager	Optimize memory usage during node processing
math_tools.py	🐳Multi Number Compare, 🐳Aspect Ratio Calculator, 🐳Math Operations	Mathematical tools supporting various operations and numerical processing
VideoFrameExtractor.py	🐳Video Frame Extractor, 🐳Advanced Video Frame Extractor, 🐳Video Frame Range Extractor	Video frame extraction and processing tools
PoseSelector.py	🐳Pose Selector, 🐳Simple Pose Selector, 🐳Batch Pose Generator	Human pose tag selection and batch generation tools
Clothing_Selector.py	🐳Clothing Selector, 🐳Simple Clothing Selector, 🐳Batch Clothing Generator, 🐳Clothing Outfit Suggestion	Clothing tag selection and outfit suggestion tools
hardware_monitor.py	Hardware Monitor Service	Real-time system hardware monitoring service for performance reference

📋 Dependencies

Core Requirements

• ComfyUI latest version
• Python 3.8+
• torch >= 2.0.0
• Pillow >= 9.0.0
• numpy >= 1.22.0

Optional Dependencies (for specific features)

• ultralytics >= 8.0.0 (for YOLO functionality)
• onnxruntime >= 1.14.0 (for RealESRGAN upscaling and ONNX models)
• scipy >= 1.8.0 (for advanced mask processing)
• opencv-python >= 4.5.0 (for mask compositing and auto censor)
• mediapipe >= 0.9.0 (for auto censor pose detection - fallback available)
• realesrgan >= 0.3.0 (for RealESRGAN upscaling - fallback available)
• torchvision >= 0.15.0 (for YOLO paste transform functions)
• requests >= 2.25.0 (for memory manager network functionality)
• psutil >= 5.8.0 (for hardware monitoring functionality)
• pynvml >= 8.0.4 (for NVIDIA GPU monitoring - hardware monitoring functionality)

1. Clone or download this repository
2. Place the folder in ComfyUI's custom_nodes directory
3. Install required dependencies:

   pip install -r requirements.txt

📌 Model Setup

YOLO Models

• Place YOLO model files (.pt) in ComfyUI/models/yolo/ directory
• Recommended to use YOLOv8 models such as yolov8n.pt or yolov8s.pt
• Download from: Ultralytics YOLOv8

RealESRGAN Models

• Place RealESRGAN ONNX models in ComfyUI/models/upscale_models/ directory
• Default uses RealESRGAN_x4plus.pth
• Download from: Real-ESRGAN releases

⚠️ Important Notes

• Dependencies: Some nodes require optional dependencies. Install them as needed:

  • YOLO nodes require ultralytics
  • Auto Censor requires mediapipe (has fallback)
  • RealESRGAN Upscaler requires realesrgan (has fallback)
  • Advanced mask operations require opencv-python

• Model Files: Make sure to place model files in the correct directories as specified above.

• Memory Usage: For large images or batch processing, consider using the Memory Manager node to optimize performance.

• Error Handling: Most nodes include graceful error handling and will provide informative messages if dependencies are missing or models are not found.

🚀 Usage Guide

YOLO Nodes

1. YOLO Detection Crop:

   • Input image and select YOLO model
   • Set confidence threshold and class filtering
   • Support multiple cropping modes: all objects, single object, by class
   • Adjustable crop region expansion range

2. YOLO Image Paste:

   • Intelligently paste detected objects onto other images
   • Support automatic alignment and position adjustment

Mask Operation Nodes

1. Mask Boolean Operations:

   • Provide two masks and select alignment mode (9 different alignment modes)
   • Support intersection, union, difference A-B, difference B-A, XOR, NOT A, NOT B boolean operations
   • Can add X-axis and Y-axis offsets and threshold settings

2. Multi-Mask Operations:

   • Support continuous boolean operations on multiple masks
   • Flexible configuration of operation methods for each step

3. Mask Merge:

   • Merge multiple masks with different blend modes
   • Adjust opacity and priority

4. Mask Region Expand:

   • Expand mask regions in left, top, right, bottom four directions
   • Support expanding black or white regions
   • Provide edge smoothing and gradient transition options

5. Mask Percentage Feathering:

   • Adjust feathering radius based on image size percentage
   • Option to preserve sharp edges

6. Image Align by Mask:

   • Advanced image alignment using mask positioning
   • Multiple alignment modes and offset controls

Image Processing Nodes

1. RealESRGAN Upscaler:

   • Use ONNX format RealESRGAN models for image upscaling
   • Support blend parameter adjustment for smooth transition effects

2. Image Invert:

   • One-click color inversion
   • Toggle control for easy workflow use

3. Desaturate:

   • Basic desaturation and advanced desaturation options
   • Support brightness preservation and different desaturation algorithms

4. Pixel Processing:

   • Pixelization: Convert images to pixel art style
   • Pixel Correction: Fix pixel ratio issues
   • Partial Pixelization: Only pixelize specific parts of the image
   • Pixel Enhancement: Enhance quality of pixel art style images

5. Realistic Noise:

   • Add natural-looking noise
   • Support multiple noise types, intensity, and random seed settings

6. Auto Censor:

   • Automatic censoring using pose detection
   • Support face, chest, and groin area detection
   • Configurable blur strength and censor area size

Text Processing Nodes

1. Text Cleaner:
   • Remove tags/prompts or entire sentences containing these words
   • Support multiple separators and Chinese/English punctuation recognition

Metadata Tool Nodes

1. Remove Metadata:

   • Remove metadata from single images
   • Preserve image quality unchanged

2. Load Image (Clear Metadata):

   • Clear metadata while loading images
   • Avoid sensitive information transfer

3. View Metadata:

   • Check metadata information contained in images
   • Display in readable format

4. Batch Remove Metadata:

   • Process metadata from multiple images
   • Improve work efficiency

Memory Management Nodes

1. Memory Manager:
   • Optimize memory usage during node processing
   • Monitor and manage memory allocation for improved performance

Math Tools Nodes

1. Multi Number Compare:

   • Compare multiple numeric values (up to 10 inputs)
   • Support various comparison modes: max, min, median, average, sum, sorted, range
   • Return primary result, secondary result, and detailed information

2. Aspect Ratio Calculator:

   • Calculate optimal dimensions based on aspect ratios
   • Support preset ratios (1:1, 4:3, 16:9, etc.) and custom ratios
   • Multiple constraint modes: keep ratio, max total, min total
   • Automatic rounding to specified multiples (e.g., 8, 16, 32)

3. Math Operations:

   • Perform basic arithmetic operations: add, subtract, multiply, divide
   • Advanced operations: power, modulo, logarithm, trigonometric functions
   • Support up to 3 input values for complex calculations

Video Processing Nodes

1. Video Frame Extractor:

   • Extract specific frames from video sequences
   • Support frame index-based extraction
   • Handle frame boundary checking automatically

2. Advanced Video Frame Extractor:

   • Multiple extraction modes: index, percentage, time-based
   • FPS-aware time extraction
   • Return both extracted frame and frame index

3. Video Frame Range Extractor:

   • Extract frame ranges with customizable step intervals
   • Efficient batch frame processing
   • Support start frame, end frame, and step configuration

Pose & Clothing Selection Nodes

1. Pose Selector:

   • Rich collection of human pose tags organized by categories
   • Multiple selection boxes per category for flexible combinations
   • Support both Chinese and English output formats
   • Custom tag input support

2. Simple Pose Selector:

   • Number-based selection system for easier use
   • Quick preset combinations for common poses
   • Range selection support (e.g., 1-5, 8, 10)

3. Batch Pose Generator:

   • Generate multiple pose combinations automatically
   • Weighted category selection for balanced results
   • Customizable batch count and tags per batch

4. Clothing Selector Series:

   • Comprehensive clothing tag system covering all garment types
   • Categories: dresses, tops, bottoms, swimwear, sportswear, underwear, outerwear, special
   • Similar functionality to pose selectors with batch generation
   • Outfit suggestion system with style-based recommendations

Hardware Monitoring

1. Hardware Monitor Service:
   • Real-time CPU, GPU, and memory monitoring
   • NVIDIA GPU specific monitoring (temperature, utilization, VRAM)
   • WebSocket-based real-time updates to ComfyUI interface
   • Automatic fallback when hardware monitoring libraries unavailable

🛠️ Troubleshooting

Common Issues

1. Missing Dependencies: Install required packages using pip
2. Model Not Found: Ensure model files are in correct directories
3. Memory Issues: Use Memory Manager node for large batch processing
4. YOLO Detection Issues: Check model compatibility and image quality

Performance Tips

• Use appropriate model sizes for your hardware
• Enable GPU acceleration when available
• Use Memory Manager for large workflows
• Consider batch processing for multiple images

📄 License

This project is provided as-is for ComfyUI users. Please respect the licenses of individual dependencies and model files.

🤝 Contributing

Feel free to submit issues and pull requests to improve this node collection. All contributions are welcome!

📞 Support

If you encounter any issues or have suggestions:

• Open an issue on GitHub
• Check the troubleshooting section above
• Ensure all dependencies are properly installed
• Verify model files are in correct directories

🏷️ Tags

ComfyUI, Custom Nodes, Image Processing, Mask Operations, YOLO, Object Detection, Video Processing, Math Tools, Pose Selection, Clothing Tags, Hardware Monitoring, AI Tools

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Note: This documentation reflects the current state after adding new features in version 1.0.6. All node names, parameters, and descriptions are available in both Chinese and English for international users.