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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🎯 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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