ComfyUI-CaptionThis is a versatile tool designed for generating captions for images, utilizing advanced models like Janus Pro and Florence2, with plans to incorporate additional models such as JoyCaption. Its primary goal is to facilitate image-to-image tasks and assist in preparing datasets for LoRA training, streamlining the process of describing both individual images and entire directories of images.
- Supports multiple captioning models, allowing users to select the best fit for their needs.
- Enables batch processing of images, automatically generating and saving captions for multiple files.
- Provides a user-friendly interface for both single image and directory caption generation.
Context
ComfyUI-CaptionThis serves as an extension within the ComfyUI framework, focusing on the generation of descriptive captions for images. It is particularly useful for users involved in training machine learning models, as it simplifies the dataset creation process by providing detailed descriptions of images.
Key Features & Benefits
The tool offers the capability to generate captions for both single images and batches of images, significantly enhancing the efficiency of dataset preparation. By supporting multiple captioning models, it allows users to choose the most suitable model for their specific tasks, thereby improving the quality and relevance of the generated captions.
Advanced Functionalities
ComfyUI-CaptionThis includes the ability to customize prompts or guiding questions when describing individual images, which can lead to more tailored and informative captions. Additionally, the tool is designed to evolve with future updates, including the integration of new models and advanced configuration options for fine-tuning caption outputs.
Practical Benefits
This tool enhances workflow efficiency by automating the caption generation process for multiple images, reducing the time and effort required for dataset preparation. Users gain greater control over the quality of captions, which can lead to improved outcomes in training AI models.
Credits/Acknowledgments
The development of ComfyUI-CaptionThis is built upon the contributions of various authors, including DeepSeek-AI for the Janus Pro model, and contributors like CY-CHENYUE and kijai for their implementations of Janus Pro and Florence2. The project acknowledges these foundational works while introducing a multi-model architecture that enhances user flexibility and functionality.