Building a Latent Space in Houdini: Part 1 - Theory

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This week we want to give you a lot more insight into what a latent space actually is and how it gets created. In this case not by using Stable Diffusion, but by building and training our own neural net inside Houdini, who’s only job is to create a very simple latent space for us to explore.
In this video we’ll go over the main concepts and the theory of our latent space. And on Thursday in the Advanced Setups Course on Patreon, we’ll build the entire setup using Houdini and Pytorch.
You can find all visualisations from this video to explore by yourself in the scene file. Make sure you have access to Pytorch and Numpy in your Houdini Python environment, for example by installing the MLOPs Addon.
Download MLOPs
github.com/Bismuth-Consultanc...
Parts of this setup are inspired by this article by Eugenia Anello
/ convolutional-autoenco...
www.entagma.com/downloads/MyF...

Пікірлер: 14

  • @Billary
    @Billary Жыл бұрын

    This is so cool! Such an intuitive way to visualize what's going on

  • @vincentthomas8492
    @vincentthomas8492 Жыл бұрын

    Now we speak! 😊 Exactely the informations i was looking for right now, quality content, crystal clear , really remarkable presentstion , thanks you guys! 😍

  • @felixblacke
    @felixblacke Жыл бұрын

    Wonderful, I can't wait to see how you all work AI into Houdini.

  • @jinchaohan2485
    @jinchaohan248510 ай бұрын

    please keep going on this tutorial!!! this is so cool!

  • @PawelGrzelak
    @PawelGrzelak Жыл бұрын

    Great explanation, thank you for this

  • @JulianAbreu
    @JulianAbreu Жыл бұрын

    finally making models in houdini, so cool!

  • @rashshawn779
    @rashshawn77910 ай бұрын

    The visuals are so awesome!!! Is there part 2?

  • @fxtech-art8242
    @fxtech-art8242 Жыл бұрын

    so cool !

  • @roybatty2268
    @roybatty2268 Жыл бұрын

    When will the next part be up on Patreon? Unforeseen delay? Really looking forward to this one!

  • @rendermanpro
    @rendermanpro Жыл бұрын

    Imagine Midjourney visualization of words looking like a galaxy and you navigate it. Like a starship flying through the words galaxy and it create video of it imagination in realitime. In 20 years or sooner.

  • @Create-The-Imaginable
    @Create-The-Imaginable Жыл бұрын

    Wow! Is that 3D or is it 4D with Time?

  • @rendermanpro
    @rendermanpro Жыл бұрын

    Or imagine these flat layers with added one dimension, and it not flat but in 3D

  • @DistructiveElements
    @DistructiveElements Жыл бұрын

    Can you actually create models in houdini?

  • @maaxrenn

    @maaxrenn

    Жыл бұрын

    Yes

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