MultiDiffusion VS gimp-stable-boy

For composing this approach works pretty well

https://multidiffusion.github.io/

So I've continued to experiment with how many papers I can fit into a single pipe and have them play nicely together. The images below were created by combining the panorama code from omerbt/MultiDiffusion with the ideas from albarji/mixture-of-diffusers. Also turns out nateraw/stable-diffusion-videos can be seen as a special case of a panorama (in latent space rather than prompt space).

Essentially, I fine-tuned Stable Diffusion 2.1 base (the 512x512) model on the ESA Hubble Deep Space Images & Captions dataset I collected from public Hubble images & captions. After around 33,000 training steps, I saved the model and was really impressed by the results. But I really wanted to be able to generate wallpaper-level quality space images, so I stumbled upon MultiDiffusion: a new project for generating massive panorama images using stable diffusion models. I then used hubble-diffusion-2 along with MultiDiffusion to generate each one of these amazing 2560x1536 images. Each image took a little over an hour to generate on a Google Colab T4 GPU. I used the following prompts for each of these images:

If you need generated and not upscaled 4k for some reason, try something like https://github.com/omerbt/MultiDiffusion

Project: https://multidiffusion.github.io/ Paper: https://arxiv.org/abs/2302.08113 GitHub: https://github.com/omerbt/MultiDiffusion

Quick Read: https://www.marktechpost.com/2023/02/24/meet-multidiffusion-a-unified-ai-framework-that-enables-versatile-and-controllable-image-generation-using-a-pre-trained-text-to-image-diffusion-model/ Paper: https://arxiv.org/abs/2302.08113 Github: https://github.com/omerbt/MultiDiffusion Project: https://multidiffusion.github.io/

So I haven't made many images with Stable Diffusion despite using it heavily. The reason is I've been messing with the internals of the diffusion pipe, to interfere with the diffusion process in different ways. Todays fun result is based on omerbt/MultiDiffusion for making panoramas.

If we combine Mixture of Diffusers + MultiDiffusion+ Composer+ cross-domain-compositing and probably some more I'm not thinking of.

Not exactly like Adobe demoed it recently with Photoshop, but there is Stable Boy (https://github.com/thndrbrrr/gimp-stable-boy) and other plugins that use third party APIs. You can in this way use Stable Diffusion with Img2Img and inpainting in GIMP for generative fill, but you'd still have to craft prompts. Future versions that incorporate the latest achievements around SD should eventually get us there.

Try it out with Stable Boy: https://github.com/tgiesselmann/gimp-stable-boy

For GIMP, the current best extension is stable-boy, and here's what it can do. It basically provides a way to access Stable Diffusion directly from GIMP, instead of having to shuffle your images back and forth between the AI's web UI and your image editing program.

Don’t know if it functions the same way but I saw this one on here a while back https://github.com/tgiesselmann/gimp-stable-boy

Other folks also reported an issue on Windows. Starting GIMP from command line to see any error messages or log files would be helpful. Also, could you share your complete GIMP plugin search path?