============================= Kaolin Overview ============================= Overview ------------------------ Omniverse Kaolin is an interactive application for researchers working on 3D Deep Learning. This application leverages the Omniverse platform, USD format and RTX rendering to provide interactive tools that allow visualizing 3D outputs of any Deep Learning model as it is training, inspecting 3D datasets to find inconsistencies and gain intuition, and rendering large synthetic datasets from collections of 3D data. .. image:: /content/images/kaolin_cow_demo.gif :align: center These capabilities are packaged as Omniverse extensions that are described in the User Manual, and more extensions may be included in Omniverse Kaolin over time. .. image:: /content/images/kaolin_3d_visualization.png :align: center