Accelerate 3D Deep Learning Research with the NVIDIA Kaolin PyTorch Library

The NVIDIA Kaolin library is a PyTorch library for accelerating your 3D deep learning workflows. Kaolin includes a growing collection of GPU-optimized operations such as modular differentiable rendering, fast conversions between representations, like point clouds, meshes and voxel grids, and volumetric acceleration data structures.

The library also provides a clean API for differentiable cameras, meshes, and convenience functions for differentiable lighting, data loading, 3D checkpoints, and 3D visualization.

00:00 – Introduction
00:30 – Specular lighting tutorial
01:49 – Understanding SPC tutorial
03:02 – Documentation

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