ComfyUI-Image-Segmenting-Loader

ComfyUI-Image-Segmenting-Loader
★ 1

图像分割交互预览坐标网格Qwen Edit 集成
交互式选择并裁切图像区域,实时坐标与网格预览,输出干净片段以便发送到 Qwen Edit 或 Kontext 进行局部编辑。
💡 在 ComfyUI 中交互式裁切并发送图像片段到 Qwen Edit 进行局部编辑。
🍴 1 Forks💻 Python🔄 2025-08-21
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网盘下载
复制链接后前往夸克网盘下载
https://pan.quark.cn/s/e58c8376a81b
📦 requirements.txt
Pillow>=9.0.0
torch>=1.13.0
numpy>=1.20.0
📄 README

\# Geeky Qwen Edit – ComfyUI Segmentation \& Effects Suite

Interactive image segmentation, advanced effects processing, and composition nodes optimized for workflow efficiency and transparency handling.

\## Nodes Included

\### 🎯 Qwen Segment Loader

Interactive image segmentation with real-time coordinate preview.

\*\*Features:\*\*

\- Visual coordinate grid with customizable spacing

\- Auto-updating preview when parameters change

\- Selection rectangle with corner markers

\- Info panel showing selection details

\- Outputs clean cropped segments (no padding)

\*\*How to Use:\*\*

1\. Upload your image

2\. Connect coordinate\_preview output to a Preview Image node

3\. Adjust coordinates (X, Y, width, height) and grid spacing

4\. Run workflow to see updated grid preview

5\. Fine-tune coordinates based on visual feedback

6\. Process the segment with your editing nodes

\*\*Outputs:\*\*

\- original\_image: Full original image

\- segment\_image: Cropped segment (exact size, no padding)

\- segment\_metadata: JSON data for compositor

\- coordinate\_preview: Visual grid preview

\### ✨ Qwen Effects

Advanced effects processor optimized for images with alpha channels/transparent backgrounds.

\*\*Effects Available:\*\*

\*\*Drop Shadow:\*\*

\- Customizable offset, blur, opacity, and color

\- Works perfectly with transparent images

\*\*Outer Glow:\*\*

\- Adjustable radius, intensity, and color

\- Creates beautiful glow effects around transparent objects

\*\*Stroke/Outline:\*\*

\- Variable width and color options

\- Clean outlines that follow alpha channel

\*\*Color Adjustments:\*\*

\- Brightness, contrast, saturation controls

\- Hue shifting (-180° to +180°)

\*\*Blur \& Sharpen:\*\*

\- Gaussian blur with alpha preservation

\- Customizable sharpening strength

\*\*Artistic Effects:\*\*

\- Emboss with strength control

\- Edge enhancement

\- Posterize with level control

\- Noise addition

\*\*Advanced Effects:\*\*

\- Color overlay with blend modes (normal, multiply, screen, overlay, soft light, hard light)

\- Vignette with customizable strength and radius

\- All effects preserve transparency

\*\*Perfect For:\*\*

\- Post-processing background-removed images

\- Enhancing segments from Geeky RemBG nodes

\- Adding professional effects to transparent objects

\- Creating composite-ready elements

\### 🔧 Qwen Compositor

Smart compositor that handles alpha channels and properly positions edited segments.

\*\*Features:\*\*

\- \*\*Full Alpha Channel Support\*\*: Properly handles RGBA images from effects processing

\- Automatic scaling and positioning from metadata

\- Multiple blend modes (normal, multiply, screen, overlay, soft light)

\- Opacity control and edge feathering

\- \*\*Transparency-Aware\*\*: Works seamlessly with background-removed images

\*\*Blend Modes:\*\*

\- Normal: Standard compositing

\- Multiply: Darkening blend

\- Screen: Lightening blend

\- Overlay: Contrast enhancement

\- Soft Light: Subtle lighting effects

\## Typical Workflows

\### Basic Segmentation Workflow:



Image Input → Qwen Segment Loader → \[Your Editing Nodes] → Qwen Compositor → Final Output


\### With Background Removal \& Effects:



Image Input → Qwen Segment Loader → RemBG Node → Qwen Effects → Qwen Compositor → Final Output


\### Professional Effects Chain:



Segment → RemBG → Effects (Drop Shadow + Glow + Color Adjust) → Compositor


\## Alpha Channel Handling

This suite is specifically designed to work with transparent images:

\- \*\*Segment Loader\*\*: Outputs clean segments ready for alpha processing

\- \*\*Effects Node\*\*: All effects preserve and enhance alpha channels

\- \*\*Compositor\*\*: Intelligent alpha compositing with proper blending

\## Grid Preview Features

The coordinate preview shows:

\- White grid lines with customizable spacing (25-200px)

\- Gold coordinate numbers on all edges

\- Bright pink selection rectangle with corner markers

\- Info panel showing selection details and grid spacing

\- Auto-update status indicator

\## Tips for Best Results

1\. \*\*Use the coordinate preview\*\* to precisely select your areas of interest

2\. \*\*Enable auto-preview\*\* for real-time feedback while adjusting coordinates

3\. \*\*Chain effects\*\* in the Effects node for complex processing

4\. \*\*Experiment with blend modes\*\* in the compositor for creative results

5\. \*\*Use alpha-aware workflows\*\* for professional transparency handling

\## Compatibility

\- Works with all standard ComfyUI image formats

\- Optimized for transparency and alpha channels

\- Compatible with background removal nodes

\- No conflicts with existing ComfyUI nodes

\## Requirements

See requirements.txt for dependencies:

\- Pillow>=9.0.0

\- torch>=1.13.0

\- numpy>=1.20.0