Stable Diffusion ControlNet Explained | Control Net Examples

ControlNet is a neural network structure to control diffusion models by adding extra conditions. It copies the weights of neural network blocks into a "locked" copy and a "trainable" copy. The "trainable" one learns your condition. The "locked" one preserves your model. Thanks to this, training with small dataset of image pairs will not destroy the production-ready diffusion models.
References:
ControlNet Github Repo - github.com/lllyasviel/ControlNet
ControlNet Growth / 1630259781742067718
ControlNet Models - huggingface.co/models?sort=li...
MagicPose / 1626486302962245633
ControlNet Edge (Logo Landscape) - / 1630360159808634880
MultiControlNet - / 1629632110456602631
ControlNet Consistent Images - / 3
ControlNet Dreambooth - / 1630442372206133248

Пікірлер: 36

  • @RussJennings
    @RussJenningsАй бұрын

    I found this much more useful than someone who just reads the options on the screen, out loud. I appreciate that you explain HOW it works and what are some ways we can use ControlNet.

  • @divye.ruhela

    @divye.ruhela

    Ай бұрын

    This video was more helpful than 1+ hr. workflow videos on the subject. Creators need to understand that starting your videos off with the bare minimum fundamentals helps not only the audience, but also their viewership.

  • @sarpsomer
    @sarpsomer Жыл бұрын

    Instead of tutorial; nice that you explained the mechanism working inside.

  • @1littlecoder

    @1littlecoder

    Жыл бұрын

    Thank you, I was skeptical if it would help anyone, but comments like this make me believe it will :)

  • @Beyondarmonia

    @Beyondarmonia

    Жыл бұрын

    @@1littlecoder The audience is smaller, but still there, of course.

  • @swannschilling474
    @swannschilling474 Жыл бұрын

    That is a great help to understand what is going on under the hood!! 😊

  • @demm9000
    @demm9000 Жыл бұрын

    THANKS! This guide is exactly what I was looking for. :)

  • @1littlecoder

    @1littlecoder

    Жыл бұрын

    Glad you liked it

  • @mustafahmed9101
    @mustafahmed9101 Жыл бұрын

    You explain things well. Great job.

  • @1littlecoder

    @1littlecoder

    Жыл бұрын

    Glad you think so!

  • @insertmoney2189
    @insertmoney2189 Жыл бұрын

    this is actually huge. Imagine how much faster things like animation can be done once this gets developed further.

  • @gmettifogo
    @gmettifogo Жыл бұрын

    thanks for the useful and clear explanation, cheers

  • @1littlecoder

    @1littlecoder

    Жыл бұрын

    Glad it was helpful!

  • @ibrahimaiwayi
    @ibrahimaiwayi Жыл бұрын

    you did a great job at explaining brother

  • @KnutNukem
    @KnutNukem Жыл бұрын

    I'd love it if you'd share some more insights for each model of ControlNet and maybe even some combinations.

  • @manojdaniel9079
    @manojdaniel907910 ай бұрын

    great description buddy, thanks

  • @BauldyBoys
    @BauldyBoys Жыл бұрын

    Great explanation thank you!

  • @1littlecoder

    @1littlecoder

    Жыл бұрын

    Glad you enjoyed it!

  • @nassimmohammed5564
    @nassimmohammed5564 Жыл бұрын

    Great explanation 🌟

  • @1littlecoder

    @1littlecoder

    Жыл бұрын

    Glad you liked it :)

  • @shikharsaxena9989
    @shikharsaxena9989 Жыл бұрын

    very nicely explained thanks

  • @1littlecoder

    @1littlecoder

    Жыл бұрын

    You are most welcome

  • @RishabKapadia
    @RishabKapadia11 ай бұрын

    great explanation. thanks buddy.

  • @1littlecoder

    @1littlecoder

    11 ай бұрын

    You're welcome

  • @kanall103
    @kanall103 Жыл бұрын

    I have a "ControlNet" folder with "model" folder inside with pixar, monaliza, etc in pt. files how use it ?please

  • @andredeloach8068
    @andredeloach80686 ай бұрын

    Thank you

  • @1littlecoder

    @1littlecoder

    6 ай бұрын

    You're welcome

  • @taukapow
    @taukapow Жыл бұрын

    nice video dude!

  • @1littlecoder

    @1littlecoder

    Жыл бұрын

    Thanks, check out my latest stable diffusion tutorial, you might like it - kzread.info/dash/bejne/h22cla9seqe4prg.html

  • @wiretrees
    @wiretrees9 ай бұрын

    smashing...will have to toss some trees at this...thankyou sir

  • @aiartlounge
    @aiartlounge Жыл бұрын

    Thanks!

  • @1littlecoder

    @1littlecoder

    Жыл бұрын

    Welcome!

  • @TheGreatResist
    @TheGreatResist Жыл бұрын

    LOL Best. Explanation. Ever!

  • @Marcsjoberg
    @Marcsjoberg Жыл бұрын

    🤯🤯🤯

  • @RudeDude-ep7vm
    @RudeDude-ep7vm Жыл бұрын

    Spoiler! I was gonna watch Logan tonight! 😢

  • @testerreviewer3256
    @testerreviewer3256 Жыл бұрын

    bro hindi main bhi video banao. multiple characters k liyae bhi koi model batao ziyada ter AI models single human character k liyae hi hain