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NVIDIA Announces Generative AI Models and NIM Microservices for OpenUSD Language, Geometry, Physics and Materials

July 31, 2024
in Metaverse
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Credit score: NVIDIA

PRESS RELEASE —NVIDIA right now introduced main developments to Common Scene Description, or OpenUSD, that can increase adoption of the common 3D information interchange framework to robotics, industrial design and engineering, and speed up builders’ talents to construct extremely correct digital worlds for the subsequent evolution of AI.

By means of new OpenUSD-based generative AI and NVIDIA-accelerated growth frameworks constructed on the NVIDIA Omniverse™ platform, extra industries can now develop functions for visualizing industrial design and engineering tasks, and for simulating environments to construct the subsequent wave of bodily AI and robots.

The brand new choices embody NVIDIA NIM™ microservices for AI fashions that may generate OpenUSD language to reply consumer queries, generate OpenUSD Python code, apply supplies to 3D objects, and perceive 3D house and physics to assist speed up digital twin growth. As well as, new USD connectors to robotics and industrial simulation information codecs and developer instruments let customers stream huge, totally NVIDIA RTX™ ray-traced datasets to Apple Imaginative and prescient Professional.

“The generative AI increase for heavy industries is right here,” mentioned Rev Lebaredian, vp of Omniverse and simulation know-how at NVIDIA. “Till lately, digital worlds have been primarily utilized by inventive industries; now, with the enhancements and accessibility NVIDIA NIM microservices are bringing to OpenUSD, industries of all types can construct bodily primarily based digital worlds and digital twins to drive innovation whereas making ready for the subsequent wave of AI: robotics.”

Generative AI Involves USD With NVIDIA NIMThe world’s first generative AI fashions for OpenUSD growth, developed by NVIDIA, might be accessible as NVIDIA NIM microservices. The fashions allow builders to include generative AI copilots and brokers into USD workflows, broadening the chances in 3D worlds and serving to velocity the adoption of USD throughout a brand new vary of industrial sectors, like manufacturing, automotive and robotics.

The microservices accessible in preview are:

USD Code NIM microservice — solutions basic information OpenUSD questions and robotically generates OpenUSD-Python code primarily based on textual content prompts that may then be inputted into an OpenUSD viewing app, resembling usdview from Pixar, or an NVIDIA Omniverse Equipment-based utility to visualise the corresponding 3D information.
USD Search NIM microservice — permits builders to go looking by way of huge libraries of OpenUSD, 3D and picture information utilizing pure language or picture inputs.
USD Validate NIM microservice — checks the compatibility of uploaded information towards OpenUSD launch variations and generates a completely RTX-rendered, path-traced picture, powered by NVIDIA Omniverse Cloud APIs, or utility programming interfaces.

Newly introduced microservices that might be accessible quickly are:

USD Structure NIM microservice — permits customers to assemble OpenUSD-based scenes from a collection of textual content prompts primarily based on spatial intelligence.
USD SmartMaterial NIM microservice — predicts and applies a sensible materials to a computer-aided design object.
fVDB Mesh Technology NIM microservice — generates an OpenUSD-based mesh, rendered by Omniverse Cloud APIs, from point-cloud information.
fVDB Physics Tremendous-Res NIM microservice — performs AI tremendous decision on a body or sequence of frames to generate an OpenUSD-based, high-resolution physics simulation.
fVDB NeRF-XL NIM microservice — generates large-scale neural radiance fields in OpenUSD utilizing Omniverse Cloud APIs.

Foxconn, a world manufacturing chief with greater than 170 factories worldwide, is already benefiting from NVIDIA’s computing platform, utilizing NIM microservices and Omniverse to create a digital twin of a manufacturing unit beneath growth.

“Digital twins will assist us speed up the subsequent wave of business manufacturing and autonomous machines,” mentioned Zhe Shi, chief digital officer and head of the Sensible Manufacturing platform at Foxconn. “NVIDIA Omniverse and the brand new NIM microservices will democratize the flexibility to develop digital twins and assist our groups construct bodily primarily based digital factories quicker than ever.”

WPP, a world chief in advertising and communications companies firm, is an early adopter of USD Search and USD Code NIM microservices, implementing them in its generative AI-enabled content material creation pipeline, constructed on NVIDIA Omniverse, for purchasers resembling The Coca-Cola Firm.

“The great thing about the innovation is how suitable it’s with the way in which we work, and that it leverages open requirements — accelerating not solely future work, however permitting us to proceed to construct on and lengthen the usefulness of all our earlier investments in requirements like OpenUSD,” mentioned Stephan Pretorius, chief know-how officer at WPP. “Utilizing NVIDIA NIM microservices with NVIDIA Omniverse has made it potential for us to launch progressive new manufacturing instruments with firms like The Coca-Cola Firm at unprecedented velocity.”

USD Connectors Carry Generative AI to Extra IndustriesA collection of latest USD connectors for robotics information codecs and streaming to Apple Imaginative and prescient Professional opens the portals of OpenUSD interoperability and superior authoring to extra industries.

NVIDIA and Siemens, a world chief in industrial automation and software program, are extending their collaboration to facilitate extra industrial workloads utilizing OpenUSD. Siemens will combine OpenUSD pipelines with its Simcenter portfolio of simulation applied sciences to assist evidence-based decision-making and collaboration amongst key stakeholders.

This integration permits high-fidelity, real-time, photorealistic visualization of complicated simulation information, offering deeper insights right into a product’s efficiency inside its real-world working surroundings. The work will construct on Siemens’ efforts to include Omniverse into its Teamcenter Product Lifecycle Administration portfolio.

NVIDIA additionally launched a connector from Unified Robotics Description Format to OpenUSD, letting roboticists seamlessly deliver their robotic information throughout functions, together with for design, simulation and reinforcement studying.

To additional advance OpenUSD ecosystem growth, NVIDIA introduced the OpenUSD Trade software program growth package, enabling builders to construct their very own strong OpenUSD information connectors.

New developer instruments and APIs to stream large-scale OpenUSD scenes from an utility constructed on the Omniverse platform to Apple Imaginative and prescient Professional through the NVIDIA Graphics Supply Community at the moment are accessible in early entry.

“OpenUSD is revolutionizing the way in which we create and work together with 3D content material,” mentioned Steve Could, chief know-how officer of Pixar and chairman of the Alliance for OpenUSD (AOUSD). “Now, with these new companies and APIs for OpenUSD constructed by NVIDIA, we anticipate to see accelerated development and adoption of USD, paving the way in which for brand spanking new customers and industries to extra simply have interaction with our ecosystem.”

OpenUSD Ecosystem Momentum



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Tags: AnnouncesGenerativeGeometryLanguageMaterialsmicroservicesModelsNimNvidiaOpenUSDPhysics
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