Differential Diffusion - Inpainting on Steroids!
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 #### Links from the Video #### Get my Workflow here: https://www.patreon.com/posts/101662667 https://github.com/exx8/differential-diffusion https://github.com/vladmandic/automatic #### Join and Support me #### Buy me a Coffee: https://www.buymeacoffee.com/oliviotutorials Join my Facebook Group: https://www.facebook.com/groups/theairevolution Joint my Discord Group: https://discord.gg/XKAk7GUzAW AI Newsletter: https://oliviotutorials.podia.com/newsletter Support me on Patreon: https://www.patreon.com/sarikas Thank you @I-Dophler 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 pixel-level 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.
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