Welcome to BVortex Nodes, a collection of custom nodes designed to extend the functionality of ComfyUI, providing enhanced image processing capabilities, particularly in the domain of image captioning and resolution management.
This repository contains several nodes that are specifically designed to work with ComfyUI's workflows. Below, you'll find descriptions of the main nodes included:
The BV Conditional ImagePipe Splitter node is used to separate images based on their resolution. It takes an input image pipe and splits it into two groups:
- TO_UPSCALE: Images whose smaller dimension is below a specified threshold (default: 768 pixels).
- HIGH_RES_IMAGES: Images that meet or exceed the resolution limit.
This node is useful for managing images that require upscaling, directing lower-resolution images for further processing while keeping the high-resolution ones intact.
The BV Image Caption Saver node allows users to save images along with their corresponding captions. It generates a text file for each image, containing the caption, and supports custom filenames using placeholders like:
%countfor image count (with optional offset).%resfor the image resolution.
Additionally, you can organize saved images into subfolders based on their resolution, making it easy to categorize them by quality. The resolution categories are based on steps of 256 pixels.
The BVImagePipeJunction node allows you to read images and captions from an image pipe and also reintegrate them into the pipe. This node is useful for attaching new captions or replacing images in an existing image pipe.
The BVImagePipeLoader node is used to load images from a directory into the image pipe, assigning them with their corresponding count and offset count. The offset count is calculated using the start index. Zero padding defines the number of leading zeros in the numbering, e.g., with a value of 3, '001' or '010' would be generated.
This node also allows you to limit the number of images loaded, define a starting index, and manage file types to ensure flexibility in the workflow.
The BVImagePipeMerger node is used to merge two previously split image pipes back into one after the upscaling process. The merged images are sorted based on their count to maintain the correct sequence, making it easier to manage large sets of images in a coherent manner.
The BV Upscale Config node helps in defining configuration settings for upscaling, such as whether low-resolution images should be upscaled, the resolution limit, and the maximum resolution allowed. This ensures consistent quality and helps automate the decision-making process for upscaling in workflows.
To use BVortex Nodes in your ComfyUI setup:
- Clone this repository into your ComfyUI's nodes directory:
git clone https://github.com/BlackVortexAI/ComfyUI-BVortexNodes.git
- Restart ComfyUI to load the new nodes.
These nodes are designed for advanced workflows in image processing, providing greater control over image resolution, upscaling requirements, and captioning. You can easily integrate them into your existing ComfyUI workflows to enhance automation and flexibility.
- Use BVImagePipeLoader to load images into the workflow.
- Apply BV Conditional ImagePipe Splitter to divide images based on resolution.
- Save categorized images and captions using BV Image Caption Saver.
Contributions are welcome! If you have any suggestions or find issues, please create an issue or submit a pull request.
This project is licensed under the MIT License. See the LICENSE file for details.
For any questions, feel free to reach out or open an issue in the GitHub repository.