Comprehensive reference workflows that accelerate application development and deployment, featuring NVIDIA acceleration libraries, APIs, and microservices for AI agents, digital twins, and more.

Simulate, test, and optimize physical AI and robotic fleets at scale in industrial digital twins before real-world deployment.

Generate exponentially large amounts of synthetic motion trajectories for robot manipulation from just a few human demonstrations.

Ingest massive volumes of live or archived videos and extract insights for summarization and interactive Q&A
Leverage AI models to build your 3D industrial digitalization or physical AI simulation applications.

Vision language model that excels in understanding the physical world using structured reasoning on videos or images.

Generalist model to generate future world state as videos from text and image prompts to create synthetic training data for robots and autonomous vehicles.

Generates future frames of a physics-aware world state based on simply an image or short video prompt for physical AI development.