Houdini 21.0 Machine Learning

ML-related nodes for images

ML building blocks

ML Train Style Transfer TOP

Trains a machine learning model for doing style transfer between two classes of images. The resulting model can be used with ONNX Interface SOP or ONNX Inference COP .

ML Train OIDN TOP

A wrapper around the OIDN training script used to train an OIDN denoising filter model on preprocessed training and validation datasets. Generally, you should use this node with Preprocess OIDN.

ML Preprocess OIDN TOP

A wrapper around the OIDN preprocessing script used to preprocess training and validation datasets compliant with the OIDN dataset naming scheme.

PDG ML Training Monitor Panel

Can inspect the training progress and plots of the ML Train Style Transfer TOP and ML Train Regression TOP .

Machine Learning

General Support

Supervised ML pipeline tools

ML Recipes

Animation and character-specific ML tools

Volume-specific ML tools

Image-specific ML tools

Reference