NVIDIA Kaolin and Omniverse for 3D Deep Learning Research
, NVIDIA
, NVIDIA
We'll introduce NVIDIA's Kaolin library for accelerating 3D deep learning research. We'll review and demonstrate APIs for Kaolin's GPU-optimized operations such as modular differentiable rendering, fast conversions between representations, data loading, 3D checkpoints, and more. We'll also demonstrate using the Omniverse Kaolin application to visualize training datasets, generate new ones, and to observe the progress of ongoing training of models.