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Differential Diffusion - Inpainting on Steroids!

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Olivio Sarikas

Differential Diffusion is very powerful and makes inpainting so much easier. Vlad Diffusion already has Differential Diffusion. And here is also how to use it in ComfyUI

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Thank you @IDophler for the Index
Key Takeaways for quick navigation:
00:00 Differential diffusion for better inpainting
Explains differential diffusion and its benefits for image inpainting,
Allows pixellevel control over inpainting with grayscale masks,
Shows examples of impressive inpainting results.
01:00 Setting up differential diffusion in Flud diffusion
Differential diffusion is available as a script option in latest Flud update,
Options to enable, set mask strength, invert mask and load models,
Mentions having issues running it personally.
01:40 Demonstrating differential diffusion workflow in Comfy UI
Prefers demonstrating in Comfy UI for more powerful capabilities,
Shares basic image generation pipeline as starting point,
Introduces painting mask and preview bridge from Impact pack.
02:59 * Comparing differential diffusion to classic inpainting *
Compares differential diffusion (green) to classic inpainting (red),
Differential handles face structure better for natural inpainting,
Classic struggles with proper integration like glasses, hair, eyebrows.
04:24 ⚙ Installing differential diffusion node in Comfy UI
Differential diffusion is a small node between model and sampler,
Provides installation instructions via Comfy UI manager.
05:06 Further tests with mask size and denoising
Tests with larger mask area but classic inpainting still struggles,
Tries lower denoising and no mask blur but differential diffusion superior,
Encourages commenting on experiences with this new method.

posted by kelpie1018