Stable Diffusion Assembly 2.0
SDA is a Windows helper toolbox for local installation of Stable Diffusion (such as
Automatic111, Forge, etc..) for a fast, low GPU, ultra-high definition workflow.
Version 2.0 adds a Liquify tool to stretch or move pixels (simillar to Liquify in Adobe
Photoshop)
High Definition Workflow for Stable Diffusion
for Windows
But why?
?!
In SDA export rotated
512x512 slice
Drag the result back to SDA
where it will be perfectly
merged with the main image
at the exact place and angle.
Load the slice in Stable
Diffusion for inpainting in
vertical alignment
Select and inpaint the face
Stable Diffusion hates faces that are not vertical with passion
Generative AI is incredibly confident when it comes to producing images it wants, but as soon as you attempt to make the image you want, it will fight
back. After hours of exporting parts of a composite project to Stable Diffusion and then adding them back in Photoshop while trying to align it again and
again, I decided to create a smart splice and merge tool that would allow you to export a Stable Diffusion-friendly slice in any rotation, then import and
blend it back in the exact same place without any guesswork.
If you've spent any amount of time using local generative Ai, you're
probably familiar with this scenario. You want to create an image
based on what's in your head, but Stable Diffusion seems determined
to make something very different...
Example: Since most faces were trained in an more or less upright
positions, SD has a strong inclination to “correct” your images when
they stray from being vertical. But that's just the tip of the iceberg.
SD Assembly uses an idea of splicing a large image into a base resolution slices at any angle, which you can then easily process in SD inpainting and then
assemble back in place and rotated correctly. It uses a lot of clever processing underneath to assure perfect and worry-free blending without any seams
including paint-in mask.
SDA is an advanced slice and merge tool box that works with local Stable Diffusion. It doesn't generate images by itself and relies on locally installed
Stable Diffusion (such as Automatic 1111 or Forge).
Its task is to allow working on a partial image in Stable Diffusion which will greatly enhance speed and lower memory/GPU requirements. This way you
can comfortably work on images with ultra-high details and extreme resolution without slowing you down.
This tool is suitable for advanced users who are exploring how to incorporate AI into their professional workflow.
What is it?
Features
-NEW: Liquify Tool
- allows comfortably working in Stable Diffusion on huge images without Memory/GPU limits
- various type of slices at different base dimensions including rotating slice
- automatically sending the slice to clipboard (in Automatic1111 you can just paste it in inpainting window)
- ability to have a ControlNet shadow image that gets sliced and exported at the same time and can be used as ControlNet source
- brush blending tool (similar to Photoshop brush layer blending
- special sizing and fitting methods that preserve color and have invisible seams
System Requirements
Windows 8, 10, 11 and working local installation of Stable Diffusion
Note: This software is an addition to Stable Diffusion. You need to have any Stable Diffusion UI running on your system
Uses
- Fully utilizing Stable Diffusion potential to generate images with an incredible amount of detail without loading huge files
- Use your photos as a base for img2img generation while SDA will keep track of the ControlNet slices of the original photo
- Fixing details on large images/photos/artwork without guesswork
To learn more, see the Basic Step by Step overview
Liquify
Liquify in SDA is an effect that is dearly missing from Stable Diffusion. It allows you to shift, expand, shrink or rotate part of the image and this allows you
to perfectly finetune expressions, sizes or positions.
Part of the initial image
In SD Assembly we can use Liquid
Effect Move to move part of the
image, in this case we want one
eyebrow up.
Using Stable Diffusion’s inpainting
the slice would be naturally and
transparently finished.
Part of the initial image
In SD Assembly we use Liquid Effect
Expand to expand part of the image,
in this case we want the necklace
bigger.
Using Stable Diffusion’s inpainting
the slice would be naturally and
transparently finished.
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