ComfyUI LayerDivider is a set of custom nodes designed to create layered PSD files within the ComfyUI environment. This tool enhances image processing workflows by allowing users to segment images into distinct layers based on color or masks.
- Provides two primary modes for layer generation: Color Base and Segment Mask.
- Each mode includes options for normal and composite layer types, offering flexibility in image manipulation.
- Generates PSD files that are compatible with standard graphic editing software, facilitating seamless integration into existing workflows.
Context
The ComfyUI LayerDivider is an extension that introduces custom nodes for generating layered PSD (Photoshop Document) files directly within the ComfyUI framework. Its main purpose is to enhance the creative capabilities of users by allowing them to manipulate images through layered segmentation, making it easier to edit and refine visual elements.
Key Features & Benefits
The tool features two distinct modes for layer segmentation: Color Base and Segment Mask. The Color Base mode segments images based on color similarities, while the Segment Mask mode utilizes advanced segmentation techniques to create layers based on object boundaries within the image. This dual approach allows artists and designers to choose the method that best suits their specific project needs.
Advanced Functionalities
ComfyUI LayerDivider includes advanced options such as customizable parameters for both segmentation modes. Users can adjust settings like loop counts, cluster initialization, and various thresholds to fine-tune the layer generation process. The Segment Mask mode leverages the Segment Anything Model (SAM) to create precise masks, enabling detailed control over how images are divided into layers.
Practical Benefits
This extension significantly streamlines the workflow within ComfyUI by automating the creation of layered images, which is particularly useful for graphic designers and digital artists. By exporting directly to PSD format, users can easily transfer their work to other applications for further editing, thus improving overall efficiency and control over the final output.
Credits/Acknowledgments
The ComfyUI LayerDivider is based on the original implementation by mattyamonaca/layerdivider. It is developed for use with ComfyUI, a modular graphical user interface for Stable Diffusion.