/stable-diffusion-webui-wd14-tagger

Labeling extension for Automatic1111's Web UI

Primary LanguagePython

Tagger for Automatic1111's WebUI

Interrogate booru style tags for single or multiple image files using various models, such as DeepDanbooru.

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Disclaimer

I didn't make any models, and most of the code was heavily borrowed from the DeepDanbooru and MrSmillingWolf's tagger.

Installation

  1. Extensions -> Install from URL -> Enter URL of this repository -> Press Install button

    • or clone this repository under extensions/ 
      $ git clone https://github.com/toriato/stable-diffusion-webui-wd14-tagger.git extensions/tagger

  2. (optional) Add interrogate model

    • Waifu Diffusion 1.4 Tagger by MrSmilingWolf

      Downloads automatically from the HuggingFace repository the first time you run it.

    • DeepDanbooru

      1. Various model files can be found below.

      2. Move the project folder containing the model and config to models/deepdanbooru

      3. The file structure should look like:

        models/
└╴deepdanbooru/
  ├╴deepdanbooru-v3-20211112-sgd-e28/
  │ ├╴project.json
  │ └╴...
  │
  ├╴deepdanbooru-v4-20200814-sgd-e30/
  │ ├╴project.json
  │ └╴...
  │
  ├╴e621-v3-20221117-sgd-e32/
  │ ├╴project.json
  │ └╴...
  │
  ...

  3. Start or restart the WebUI.

    • or you can press refresh button after Interrogator dropdown box.
    • "You must close stable diffusion completely after installation and re-run it!"

Model comparison

Model comparison

Screenshot

Screenshot

Artwork made by hecattaart

Copyright

Public domain, except borrowed parts (e.g. dbimutils.py)