Machine Learning Operators / MLOPS

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02.05.2023

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External, Automation

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Houdini 19.5

1 Introduction

MLOPS for Houdini is a "modular Machine Learning Toolkit [..] developed for Houdini, allowing you to natively use Houdini's Data to drive, customize and process various AI Models.
https://www.sidefx.com/tutorials/introducing-mlops-machine-learning-operators/

Title image created by Chris Kopic / Entagma.

2 Repositories

Houdini MLOPS by Ambrosiussen and Entagma: https://github.com/Bismuth-Consultancy-BV/MLOPs
MLOPsLC Extensions by Faitel / Aleksandr Kirichenko: https://github.com/Faitel/MLOPsLC

3 Related

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Videos

[MLOPS] - Installing The Plugin (OLD)

MLOPs Tutorial: My First Stable Diffusion Setup

MLOPS: IMG2IMG Workflow & Masking / Inpainting

MLOPS: ControlNet

MLOPS: Prompt Blending

MLOPS: Random Walk in Latent Space

[MLOPS] - Converting .ckpt and .safetensors

Strange Forests: Creating 2.5D Images with MLOPs and Faking DOF in Point clouds

MLOPS: Simple Fluffy Cloud Generator RnD

MLOPS: CLIPseg prompt segmentation RnD

MLOPS: CLIPSeg Image Prompt

MLOPS: Image to Text and prompts Semantic Similarity RnD

MLOPS: Seamless Inpainting RnD

MLOPS: Colored Points to COP2 processing RnD

MLOPS: Colored Points to HeightField and back

MLOPS: SD Image Python Wrangle RnD

MLOPs: MatPlotLib Python Wrangle RnD