Personalized Image Generation (using Dreambooth) explained!

▬▬ Papers / Resources ▬▬▬
Colab Notebook: colab.research.google.com/dri...
Stable Diffusion Tutorial: jalammar.github.io/illustrate...
Stable Diffusion Paper: arxiv.org/abs/2112.10752
Hypernet Blogpost: blog.novelai.net/novelai-impr...
Dreambooth Paper: arxiv.org/abs/2208.12242
LoRa Paper: arxiv.org/abs/2106.09685
Textual Inversion Paper: arxiv.org/abs/2208.01618
Ideas for further quality improvement: • Fix Ai Art Faces (Midj...
▬▬ Support me if you like 🌟
►Link to this channel: bit.ly/3zEqL1W
►Support me on Patreon: bit.ly/2Wed242
►Buy me a coffee on Ko-Fi: bit.ly/3kJYEdl
►E-Mail: [e-mail]
▬▬ Used Music ▬▬▬▬▬▬▬▬▬▬▬
Music from #Uppbeat (free for Creators!):
uppbeat.io/t/kidcut/jazz-and-hop
License code: 5BVWL3POSHDLOBH8
▬▬ Used Icons ▬▬▬▬▬▬▬▬▬▬
All Icons are from flaticon: www.flaticon.com/authors/freepik
▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
00:47 Stable Diffusion
02:13 Things you can do with it
02:43 Issues with fine-tuning SD
03:45 Techniques for personalized Generation
06:17 Dreambooth explained
08:00 Coding set-up
09:11 [CODE]
14:51 My generation process
16:45 Prompt Engineering
17:03 Final Results
▬▬ My equipment 💻
- Microphone: amzn.to/3DVqB8H
- Microphone mount: amzn.to/3BWUcOJ
- Monitors: amzn.to/3G2Jjgr
- Monitor mount: amzn.to/3AWGIAY
- Height-adjustable table: amzn.to/3aUysXC
- Ergonomic chair: amzn.to/3phQg7r
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- GPU: amzn.to/3AWyzwy
- Keyboard: amzn.to/2XskWHP
- Bluelight filter glasses: amzn.to/3pj0fK2

[@andreaskopp8928]

Amazing video as always, congrats! I would appreciate a deep dive that goes more into the parameters plus tips and tricks to improve results further.

[@RudolphMatongo]

Thanks for this

[@Neptutron]

Thank you!

[@jcrsantiago]

Can you do a video for running this on the run pod? Bonus points if it works on some dreambooth gui.

[@qianchenghao602]

Does the generated output can only be 512x512?

[@prajwol_poudel]

Do you have a discord channel where one could get hold of you in little less formal setting?

[@DeepFindr]

Hi, currently I don't really have time to maintain a discord channel unfortunately as I just do all of this in my free time :/
But you are right I should maybe set this up