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3D assets & simulation at NVIDIA

Practical AI

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Leveraging 3D Assets and Synthetic Data for Machine Learning

This chapter explores the significance of the Universal Scene Descriptor (USD) in the preparation of 3D assets for simulation, tracing the evolution of 3D file formats. It also discusses synthetic data generation and domain randomization for machine learning, with applications in augmented reality, particularly in furniture design.

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