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ComfyDeploy: How ComfyUI-tagger works in ComfyUI?

What is ComfyUI-tagger?

Nodes to use Florence2 VLM for image vision tasks: object detection, captioning, segmentation and ocr

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUI-tagger and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

comfyui_tagger

comfyui_tagger is a tool designed to streamline the process of generating and managing prompt tags for Stable Diffusion models. This tool offers several key features:

  • Batch reverse engineering of prompt tags
  • Saving prompt tags to files
  • Adding trigger words at the beginning of text
  • Using Florence 2 to generate prompt words such as flux, sd3, kolors, etc.

Features

  1. Batch Reverse Engineering of Prompt Tags
    • Process multiple inputs to extract and refine prompt tags efficiently.
  2. Saving Prompt Tags to Files
    • Save generated or refined prompt tags to text files for easy management and future use.
  3. Adding Trigger Words at the Beginning of Text
    • Prepend specific trigger words to the start of each prompt tag, enhancing the effectiveness of the prompts.
  4. Using Florence 2 to Generate Prompt Words
    • Utilize Florence 2 to generate advanced prompt words like flux, sd3, kolors, etc., improving the quality and diversity of generated images.