A collection of straightforward nodes designed for Frequency Separation and Frequency Recombination using both RGB and HSV methods within ComfyUI. This tool aims to enhance image manipulation by allowing users to work with high and low-frequency layers independently.
- Provides nodes for Frequency Separation and Recombination, enabling advanced image editing techniques.
- Supports both RGB Gaussian Blur and HSV methods for flexible layer manipulation.
- Facilitates color matching and custom blending of high-frequency layers for improved image quality.
Context
This tool is a set of custom nodes tailored for ComfyUI, focusing on the processes of Frequency Separation and Frequency Recombination. Its primary purpose is to allow users to isolate and manipulate different frequency layers of an image, improving the overall editing capabilities within the ComfyUI environment.
Key Features & Benefits
The Frequency Separation nodes allow users to divide an image into high and low-frequency components, which can be processed separately. This separation enables more precise control over details and textures in the image, while the Frequency Recombine nodes facilitate the merging of these layers back together, providing a streamlined workflow for advanced image editing.
Advanced Functionalities
The tool offers both RGB and HSV methods for frequency separation, catering to different user preferences and specific editing requirements. The ability to apply Gaussian Blur for RGB or manipulate the V channel in HSV provides flexibility for achieving desired results in image refinement.
Practical Benefits
By enabling independent manipulation of high and low-frequency layers, this tool enhances the workflow in ComfyUI, allowing for greater control over color matching and blending. Users can achieve higher quality results with more efficiency, ultimately improving the creative process in digital art.
Credits/Acknowledgments
The tool was created by an individual who acknowledges their limited coding experience, resulting in a more personal project rather than a fully supported software solution. Users are encouraged to explore the functionalities as they are, with the understanding that ongoing support may be limited.