Free Houdini Tutorial: Volume Style Transfer With ONNX

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In an earlier episode we took a first look at the new ONNX inference node, a node that allows us to use trained neural nets inside Houdini. And today we want to use this node for something usefull - Volume Style Transfer! We want to apply a pretrained style to voxels instead of pixels and give our simulations a unique look and much more detail. And we're going to do all of this using just a tiny bit of machine learing and a lot of SOPs!
Watch our previous ONNX episode here:
• Free Houdini Tutorial:...
Download the scenefile here:
entagma.com/downloads/Free_ON...
Chapters:
00:00 Intro
02:18 A quick and dirty Pyro setup
04:57 Creating volume slices
09:38 Writing voxel data to slices
11:22 Deleting empty slices
12:43 Style transfer
16:48 Assembling a volume from slices
19:00 Mixing with original volume

[@felixblacke]

Very cool and unexpected integration. Would love to see more ways like this that these tools can be implemented beyond wholesale image creation/slapping a coat of paint on an image.

[@vfxskull6208]

this is fantastic!

[@PawelGrzelak]

Interesting idea Christopher

[@rustytoe178]

cool!