AI-Render
Stable Diffusion in Blender (by benrugg)
Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles. (by JoePenna)
| AI-Render | Dreambooth-Stable-Diffusion | |
|---|---|---|
| 10 | 100 | |
| 1,011 | 3,166 | |
| - | - | |
| 8.9 | 6.8 | |
| 5 months ago | 4 months ago | |
| Python | Jupyter Notebook | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
AI-Render
Posts with mentions or reviews of AI-Render.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-02.
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Stable Diffusion for Blender
Should probably mention you can do this outside of Stability.ai's system (selfhosting) for those interested:
https://github.com/benrugg/AI-Render
and this one, I beleive:
https://github.com/carson-katri/dream-textures
- Struggling to get the AI Render Addon for blender running
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New Feature: Animate with Stable Diffusion in AI Render
Animation Instructions and Tips: https://github.com/benrugg/AI-Render/wiki/Animation
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Doe anyone think we should have a node based system for prompt engineering?
Something I suggested on a Blender addon, but which seems at the moment is a bit above the current dev's "paycheck"
- AI Render – Stable Diffusion in Blender
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Render with Stable Diffusion - AI Render Add-on
I just released a beta version that supports local installation. Check it out and let me know how it works for you! https://github.com/benrugg/AI-Render/wiki/Local-Installation
- AI-Render: Stable Diffusion in Blender
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Intro to Stable Diffusion: Resources and Tutorials
Blender
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Just released a free Blender add-on to render scenes with Stable Diffusion!
Yeah, thanks for the insight, too. Github for the repo: https://github.com/benrugg/AI-Render and simple twitter account where I'll post updates: https://twitter.com/AI_render
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About to release a Stable Diffusion Blender add-on!
The AI Render (Stable Diffusion) add-on is ready for beta testing! Get it here and please send me feedback: https://github.com/benrugg/AI-Render
Dreambooth-Stable-Diffusion
Posts with mentions or reviews of Dreambooth-Stable-Diffusion.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-09.
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Will there be comprehensive tutorials for fine-tuning SD XL when it comes out?
Tons of stuff here, no? https://github.com/JoePenna/Dreambooth-Stable-Diffusion/
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Useful Links
Joe Penna's Dreambooth (Tutorial|24GB) Most popular DB repo with great results.
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Dreambooth / Custom Training / Model - what's the state of the art?
1) The https://github.com/JoePenna/Dreambooth-Stable-Diffusion instructions say to use the 1.5 checkpoints - is that the latest? Can I use the 2+ models or?
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My Experience with Training Real-Person Models: A Summary
I quickly turned to the second library, https://github.com/JoePenna/Dreambooth-Stable-Diffusion, because its readme was very encouraging, and its results were the best. Unfortunately, to use it on Colab, you need to sign up for Colab Pro to use advanced GPUs (at least 24GB of VRAM), and training a model requires at least 14 compute units. As a poor Chinese person, I could only buy Colab Pro from a proxy. The results from JoePenna/Dreambooth-Stable-Diffusion were fantastic, and the preparation was straightforward, requiring only <=20 512*512 photos without writing captions. I used it to create many beautiful photos.
- I Used Stable Diffusion and Dreambooth to Create an Art Portrait of My Dog
- training
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Training a model on Iwanaga Kotoko (from in/spectre), which step do you guys think the model is at its best?
I've found EveryDream to be brilliant and have switched from JoePenna's Dreambooth because I've found I get better results so long as I provide good captions for all the images, even if preparing the dataset takes 3x as long (took me 2 hours to crop and label the 54 images).
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Dreambooth training results for face, object and style datasets with various prior regularization settings.
From what I know you can train with whatever size you want. But you need software that will support it. For example, ShivamShrirao/diffusers repo seems to allow a change of dimension. Also, you need HW that would support the training, because bigger images need more VRAM, for example,Joe Penna repo is using ~23GB with 512x512px so probably it's not a valid option. But the ShivamShrirao repo has optimizations that allow to run it with less VRAM.
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Starting to get quite good results with Dreambooth. What do you think? (Follow @RokStrnisa on Twitter for more.)
This is a good starting place: https://github.com/JoePenna/Dreambooth-Stable-Diffusion
- I'm a N00b with training stuff. Trying to get runpod with Dreambooth training some images (80 total) and I'm getting this error. Help?