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Differential Diffusion - Inpainting on Steroids!
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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 @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.
#### Links from the Video ####
#### Join and Support me ####
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.