Code

Soft Inpainting#14208

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AUTOMATIC1111 merged 36 commits intoAUTOMATIC1111:devAUTOMATIC1111/stable-diffusion-webui:devfrom CodeHatchling:soft-inpaintingCodeHatchling/stable-diffusion-webui-soft-inpainting:soft-inpaintingCopy head branch name to clipboardDec 14, 2023

+904-27

Commits

Commits on Nov 28, 2023

• Removed code which forces the inpainting mask to be 0 or 1. Now fractional values (e.g. 0.5) are accepted.

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• Removed conflicting step that replaces the softly inpainted latents with a naive blend with the original latents.

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• Implements "scheduling" for blending of the original latents and a latent blending formula that preserves details in blend transition areas.

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• Nerfs the aggressive post-processing step of overlaying the original image.

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• Added UI elements to control blending parameters.

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Commits on Nov 29, 2023

• Added slider for detail preservation strength, removed largely needless offset parameter, changed labels in UI and for saving to/pasting data from PNG files.

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• Tweaked UI sliders and labels.

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• Tweaked default values.

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Commits on Dec 3, 2023

• Added utility functions related to processing masks.

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• Blend masks are now produced afterward, based on an estimate of the visual difference between the original and modified latent images. This should remove ghosting and clipping artifacts from masks,…

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• Rewrote latent_blend() to use in-place operations and to aggressively "del" references with the intention of minimizing allocations and easing garbage collection.

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• Merge remote-tracking branch 'origin/dev' into soft-inpainting

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• Fixed a math mistake.

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• "Uncrop" the original denoised image for the composite step, fixing a "ValueError: Images do not match" *shudder*

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Commits on Dec 4, 2023

• Organized the settings and UI of soft inpainting to allow for toggling the feature, and centralizes default values to reduce the amount of copy-pasta.

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• Enables the original functionality to be toggled on and off.

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• Cleaned up code, moved main code contributions into soft_inpainting.py

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• Fixed issue with whitespace, removed commented out code that was meant to be used as a reference.

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Commits on Dec 5, 2023

• Re-introduce latent blending step from the vanilla inpainting procedure.

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• Restored original formatting.

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• Applies a convert('RGBA') operation early to mimic previous behaviour.

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• Fixed issue where batched inpainting (batch size > 1) wouldn't work because of mismatched tensor sizes. The 'already_decoded' decoded case should also be handled correctly (tested indirectly).

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• Fixed unused import.

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• Merge remote-tracking branch 'origin2/dev' into soft-inpainting

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Commits on Dec 7, 2023

• A custom blending function can be provided by p, replacing the use of soft_inpainting.

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• Removed changes in some scripts since the arguments for soft painting are no longer passed through the same path as "mask_blur".

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• Removed soft inpainting, added hooks for softpainting to work instead.

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• Re-implemented soft inpainting via a script. Also fixed some mistakes with the previous hooks, removed unnecessary formatting changes, removed code that I had forgotten to.

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• Fixed "No newline at end of file".

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• Moved image filters used by soft inpainting into soft_inpainting.py from images.py

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• Fixed error that occurs when using vanilla samplers (somehow).

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Commits on Dec 8, 2023

• Added parameters for the composite stage, fixed batched generation.

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• Fixed complaint about whitespace, updated help section for a parameter.

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• Fixed grammar error.

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Commits on Dec 9, 2023

• soft_inpainting now appears in the "inpaint" section, and will not activate unless inpainting is activated.

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• Formatted soft_inpainting.

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