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sd-webui-mask-fractioner's Introduction

sd-webui-mask-fractioner

Overview

A1111 webui extension that splits a mask into components before inpainting.

Installation

Usage

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sd-webui-mask-fractioner's Issues

Fill dead space with more meaningful information

Right now, the blank space is filled with one color.
A lot of uniform color data is passed to the diffusion model because of that, which I found can worsen the generated data in extreme cases where the dead space is significant.

There are at least 2 ways to fix this:

  • Hijack the diffusion model's attention to only consider the meanignful data.
  • Fill dead space with something else than a unified color.

I'm not sure how easy it would be to hijack the attention mechanism of the diffusion model, nor do I know if it would work at all.

Therefore, I was thinking that I could add the option of filling dead space with cv2.inpaint or something. Maybe that would help?
Another cool thing I could do is fill dead space by expanding the masks to take more pixels of the original image.

Actually, now that I think about it, this is what I should have done at first!

Tl;dr:
Add 3 modes in total to fill dead space:

  • Unified color
  • cv2.inpaint
  • Original

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