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Add ControlNet tile model handling to img2img and inpaint modes #65

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Danamir
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@Danamir Danamir commented May 17, 2023

Use alwayson_scripts in payload to submit the img2img or inpaint image to ControlNet 'tile' model. With added controls for ControlNet weight, guidance start, and guidance end, this allow to use a much greater denoising strength when inpainting, and let the tile model handle the image coherency.

To do :

  • Add radio button to select ControlNet mode
  • Add sliders to control CN weight, guidance start, guidance end
  • Alter API payload
  • Remove unwanted returned image by CN API
    • The image can be useful, left as is for now
  • Store settings locally
  • Allow multiple ControlNet modes selected at once (same settings to simplify)
  • Load controlnet modules from API on launch
  • Replace hardcoded tile model name by the correct one from the API
  • Disable ControlNet radio buttons if not found on API side

@Danamir
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Danamir commented May 18, 2023

Added tentative support for other ControlNet modules and models. This allow the feature detection, and use of adapted controlnet model.

Associated modules to models :

  • lineart_coarse => lineart
  • pidinet_scribble => scribble
  • openpose_faceonly & openpose_full => openpose

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