Free Houdini Tutorial: Machine Learning with ONNX in Houdini 20

Рет қаралды 12,496

Күн бұрын

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With Houdini 20 we got our first official machine learning node from SideFX. While we previously had example scene files that did machine learing related stuff or plugins like mlops, this is the first machine learning tool that you get just by installing Houdini. So we should take a look at what it does and what we can use it for!
Download Project File:
entagma.com/downloads/Free_ON...
Links mentioned in the video:
github.com/onnx/models
huggingface.co/julienkay/sent...
Chapters:
00:00 Intro to ONNX
03:14 Getting ONNX Models
05:29 MNIST Model
09:00 Style Transfer Model
15:13 Depth Estimation Model
17:37 Limitations

Пікірлер: 14

@montoyland 2 ай бұрын

I never cease to be amazed by the quality of your content! This is bleeding edge stuff and you managed to break it down into practical, actionable steps. Thank you!

@waveWhirlVfx 2 ай бұрын

I believe it's time for us to start learning machine learning before we fall behind.

@joelholdbrooks6729 Ай бұрын

I’ve been a software engineer for almost 20 years, I dabble in Houdini as a hobby. When I saw Midjourney for the first time a couple years ago, this was my first thought. I dropped everything I was doing to pick up ML. It was probably the best decision I could have made. I spend most of my day job working with LLMs now but I’m daydreaming about all the cool things that I could do in Houdini with AI/ML models everyday. There is so much opportunity for invention at the intersection of these tools and Houdini. Yet, there is so much vocal angst and drama around the technology in the adjacent spaces. What these people don’t know is that they have more power than they realize. If more people understand ML/AI more people can take control of it for themselves and use their proprietary data to their advantage.

@michaeltan_ 2 ай бұрын

Thanks for the insights. Look forward to more ml in houdini

@suri4Musiq Ай бұрын

Loved this tutorial, great introduction to machine learning in houdini!

@stereographik Ай бұрын

thank you so much, such an interesting subject and clear explanations, as always !

@RSFX1 2 ай бұрын

Great info, thank you!

@xingarthur 2 ай бұрын

Thank you this is great!!!

@luoqiulin Ай бұрын

willl you please introduce about LinearSolver?

@user-sp1os1vk2g 12 күн бұрын

How do I get this onnx1 node

@zzzzzzz8473 Ай бұрын

awesome! thanks for tutorial! one minor crit = inference is pronounced inFURence or inFRence , to infer . the pronunciation is useful to disambiguate from interFEARence