A custom node extension for ComfyUI, the ComfyUI Seed Tracker enables users to effectively monitor and log random seeds throughout their image generation workflows. This tool enhances reproducibility by allowing the tracking of individual seeds, facilitating organized management and export of seed data.
- Track seeds from specific nodes or batches to maintain consistency in image generation.
- Export seed logs in multiple formats such as JSON, CSV, and TXT for versatile data handling.
- Organize seeds by session ID and add custom notes for easier reference and context.
Context
The ComfyUI Seed Tracker is designed to enhance the ComfyUI environment by providing a systematic approach to tracking random seeds used in AI image generation. Its primary purpose is to ensure that users can reproduce their results accurately by keeping a detailed log of the seeds employed in their workflows.
Key Features & Benefits
This tool offers practical features that significantly improve the user experience. The ability to track individual seeds from designated nodes allows for precise control over the image generation process. Additionally, the global seed tracking mode consolidates seed data from various nodes, making it easier to manage and reference. The export functionality in different formats ensures that users can easily share and analyze their seed logs.
Advanced Functionalities
One of the advanced capabilities of the ComfyUI Seed Tracker is the option for users to modify the ComfyUI server code for automatic seed tracking. This feature allows for seamless integration with the execution system, enabling users to capture all seeds without the need for manual node connections. This requires a deeper understanding of the ComfyUI API, making it suitable for advanced users.
Practical Benefits
The ComfyUI Seed Tracker streamlines the workflow by improving control over random seed management, which is crucial for reproducibility in AI-generated images. By logging seeds systematically and allowing for easy export, users can enhance the quality of their outputs and increase efficiency in their creative processes.
Credits/Acknowledgments
The development of the ComfyUI Seed Tracker was supported by Claude AI from Anthropic, with special thanks extended to the ComfyUI community for their contributions and support. The tool is released under the MIT License, promoting open-source collaboration and usage.