Houdini 20.5 Machine Learning

General-purpose ML nodes

Houdini has a family of general-purpose nodes that allow you to create a wide variety of ML setups. These can create entire new ML setups from scratch and also incorporate existing models, training scripts, and data sets into Houdini.

The most important of these general-purpose nodes are listed below:

Data Set Preprocessing:

Principal Component Analysis

Linear Solver

Raw Data Set Input/Output:

ROP Geometry Raw Output

Raw Import

Model Training:

Python Virtual Environment

Python Script

Inference:

ONNX Inference (SOP)

ONNX Inference (COP)

Machine Learning

General Support

Example-based ML

Reference