Dataset Tag Editor

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This is an extension to edit captions in training dataset for Stable Diffusion web UI by AUTOMATIC1111.

It works well with text captions in comma-separated style (such as the tags generated by DeepBooru interrogator).

Caption in the filenames of images can be loaded, but edited captions can only be saved in the form of text files.

Installation

Extensions tab on WebUI

Copy https://github.com/toshiaki1729/stable-diffusion-webui-dataset-tag-editor.git into "Install from URL" tab.

Also, if you see this extension listed, you can install from "Available" tab with a single click.

Please note that if you update this extension from "Extensions" tab, you will need to restart web UI to completely reload.

Install Manually

To install, clone the repository into the extensions directory and restart the web UI.

On the web UI directory, run the following command to install:

git clone https://github.com/toshiaki1729/stable-diffusion-webui-dataset-tag-editor.git extensions/dataset-tag-editor

Features

Note. "tag" means each blocks of caption separated by commas.

• Edit captions while viewing related images
• Search tags
• Filter images to edit their caption by tags
  • AND/OR logic can be used in each Positive/Negative filters
• Batch replace/remove/append tags
• Batch search and replace
  • regular expression can be used
• Use interrogators
  • BLIP, DeepDanbooru, WDv1.4 Tagger
• Batch remove image and/or caption files

Usage

1. Make dataset using web UI
   • better to use already cropped images
2. Load them
   • use interrogator if needed
3. Edit their captions
   • filter images you want to edit by tags in "Filter by Tags" tab
   • filter images manually in "Filter by Selection" tab
   • replace/remove tags or append new tags in "Batch Edit Captions" tab
   • edit captions individually in "Edit Caption of Selected Image" tab
     • you also can use interrogator here
   • move/delete files in "Move or Delete Files" tab if needed
4. Click "Save all changes" button

Description of Display

Common

• "Save all changes" buttton
  • save captions to text file
    • changes will not be applied to the text files until you press this button
  • if "Backup original text file" is checked, original text files will be renamed not to be overwritten
    • backup file name will be like filename.000, -.001, -.002, ...
  • new caption text file will be created if it does not exist
• "Reload/Save Settings" Accordion (closed initially)
  • you can reload/save/restore all settings in the UI here
  • settings will be saved in .../tag-editor-root-dir/config.json
• "Dataset Directory" text box
  • input the directory of training images and load them by clicking "Load" button
  • loading options are below
  • you can make caption on loading by using interrogator if needed
• "Dataset Images" gallery
  • to view and select images
  • the number of colums can be changed in web UI's "Settings" tab

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"Filter by Tags" tab

Common

• "Clear tag filters" button
  • clear tag search text and tag selection
• "Clear ALL filters" button
  • clear all filters including image selection filter in the next tab

Search tags / Filter images by tags

Positive (inclusive) / Negative (exclusive) filters can be used by toglling tabs.

• "Search Tags" text box
  • search and filter the tags displayed below
• "Sort by / Sort order" radio buttons
  • change sort order of the tags displayed below
• "Filter Images by Tags" checkboxes
  • filter images displayed in the left gallery by tags
    • also filter tags depending on captions of the displayed images

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"Filter by Selection" tab

• "Add selection" button
  • to include selected dataset image in selection
  • "Enter" is shortcut key
  • Tips: you can change the selected image in gallery using arrow keys
• "Remove selection" button
  • to remove selected image from selection
  • "Delete" is shortcut key
• "Invert selection" button
  • select all images in the entire dataset that have not been selected
• "Clear selection" button
  • to remove all current selection, not to clear current filter
• "Apply selection filter" button
  • apply selection filter on displaying dataset images

---

"Batch Edit Captions" tab

"Search and Replace" tab

• "Edit common tags" is a simple way to edit tags.

  • "Common Tags" text box (not editable)
    • shows the common tags among the displayed images in comma separated style
  • "Edit Tags" text box
    • you can edit the selected tags for all captions of the displayed images
      • each tags will be replaced by the tags in "same place"
      • erase tags by changing it into blank
      • you can add some tags to the captions by appending new tags
        • the tags will be added to the beggining/end of text files depending on the checkbox below
  • "Apply changes to filtered images" button
    • apply the tag changes only to displayed images

• "Search and Replace" is a little complicated but powerful way to edit tags.

  • Regular expression can be used here.
  • "Search/Replace Text" textboxes
    • "Search Text" will be replaced by "Replace Text"
  • "Search and Replace in" radio buttons
    • to select the replacing method
      • "Only Selected Tags" : do replace sepalately in each only selected tags
      • "Each Tags" : do replace sepalately in each tags
      • "Entire Caption" : do replace in entire caption at once
  • "Search and Replace" button to apply

"Remove" tab

Simple way to batch remove tags

• "Remove duplicate tags" button
  • make each tags in each captions appear only once
• "Remove selected tags" button
  • remove tags selected below

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"Edit Caption of Selected Image" tab

"Read Caption from Selected Image" tab

• "Caption of Selected Image" textbox
  • shows the caption of the selected image in the dataset gallery

"Interrogate Selected Image" tab

• "Interrogate Result" textbox
  • shows the result of interrogator

Common

• "Copy and Overwrite / Prepend / Apppend" button
  • copy/prepend/append the content in the textbox above to the textbox below
• "Edit Caption" textbox
  • edit caption here
• "Apply changes to selected image" button
  • change the caption of selected image into the text in "Edit Tags" textbox

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"Move or Delete Files" tab

• "Move or Delete" radio buttons to select target image
• "Target" checkboxes to select which files to be moved or deleted
• "Move File(s)" button
  • move files to "Destination Directory"
• "DELETE File(s)" button
  • delete files
  • Note: This won't move the files into $Recycle.Bin, just do DELETE them completely.