A collection of nodes designed for real-time workflows within ComfyUI, enabling features like value animation, motion detection, and sequence control. These nodes dynamically update their outputs with each execution, making them ideal for applications such as ComfyStream that require frame-by-frame processing.
- Supports various control nodes for animated values, sequences, and motion tracking.
- Integrates advanced computer vision capabilities using MediaPipe for interactive AI art and responsive interfaces.
- Optimizes performance with utility nodes that monitor frame rates and filter redundant images.
Context
This repository provides a suite of nodes specifically for real-time applications in ComfyUI, facilitating the development of dynamic and interactive workflows. Its primary goal is to enhance the capabilities of ComfyUI in the emerging field of real-time diffusion, allowing users to create more engaging and responsive AI art experiences.
Key Features & Benefits
The tool includes a variety of control nodes that allow users to manipulate values, sequences, and motion in real-time. This enables smooth animations and precise control over various parameters, which is crucial for achieving desired effects in generative art and interactive installations.
Advanced Functionalities
The repository features advanced capabilities such as motion tracking and computer vision tasks through MediaPipe, which includes face detection, body tracking, and gesture recognition. These functionalities allow for more complex interactions and can be used to create responsive environments that react to user movements and gestures.
Practical Benefits
By incorporating these real-time nodes into ComfyUI workflows, users can significantly enhance their creative processes. The ability to monitor performance metrics like FPS and filter out similar frames streamlines workflows, allowing for more efficient processing and improved quality in generated outputs.
Credits/Acknowledgments
This project is developed by contributors dedicated to expanding the functionality of ComfyUI, with an open invitation for further contributions. The repository is licensed under an open-source license, encouraging collaboration and innovation in the field of real-time AI art.