NVIDIA Announces Omniverse Replicator Synthetic-Data-Generation Engine for Training AIs | Techsauce

NVIDIA Announces Omniverse Replicator Synthetic-Data-Generation Engine for Training AIs

First Omniverse Replicator-Based Applications, DRIVE Sim and Isaac Sim, Accelerate Development of Autonomous Vehicles and Robots.

NVIDIA

NVIDIA today announced NVIDIA Omniverse Replicator, a powerful synthetic-data-generation engine that produces physically simulated synthetic data for training deep neural networks.

In its first implementations of the engine, the company introduced two applications for generating synthetic data: one for NVIDIA DRIVE SimTM, a virtual world for hosting the digital twin of autonomous vehicles, and another for NVIDIA Isaac SimTM, a virtual world for the digital twin of manipulation robots.

These two replicators allow developers to bootstrap AI models, fill real-world data gaps, and label the ground truth in ways humans cannot. Data generated in these virtual worlds can cover a broad range of diverse scenarios, including rare or dangerous conditions that can't regularly or safely be experienced in the real world.

Autonomous vehicles and robots built using this data can master skills across an array of virtual environments before applying them in the physical world.

“Omniverse Replicator allows us to create diverse, massive, accurate datasets to build high-quality, high-performing and safe datasets, which is essential for AI,” said Rev Lebaredian, vice president of simulation technology and Omniverse engineering at NVIDIA. “While we have built two domain-specific data-generation engines ourselves, we can imagine many companies building their own with Omniverse Replicator.”

Omniverse Replicator augments costly, laborious human-labelled real-world data, which can be error-prone and incomplete, with the ability to create large and diverse physically accurate data tailored to the needs of AV and robotics developers. It also enables the generation of ground truth data that is difficult or impossible for humans to label, such as velocity, depth, occluded objects, adverse weather conditions or tracking the movement of objects across sensors. Already an invaluable data-generation engine for NVIDIA's DRIVE autonomous vehicle and Isaac robotics teams, Omniverse Replicator will be made available next year to developers to build domain-specific data-generation engines.

Omniverse Replicator is part of NVIDIA Omniverse, a virtual world simulation and collaboration platform for 3D workflows. Learn more about Omniverse Replicator for DRIVE Sim and for Isaac Sim.

Register for free to learn more about NVIDIA Omniverse during NVIDIA GTC, taking place online through November 11. Watch NVIDIA founder and CEO Jensen Huang's GTC keynote address streaming on November 9 and in replay.


***


About NVIDIA   
NVIDIA's  (NASDAQ: NVDA) invention of the GPU in 1999 sparked the growth of the PC gaming market and has redefined modern computer graphics, high-performance computing and artificial intelligence. The company's pioneering work in accelerated computing and AI is reshaping trillion-dollar industries, such as transportation, healthcare and manufacturing, and fueling the growth of many others. More information at  https://nvidianews.nvidia.com/ 

For further information, contact:

Inez Lim
Communications Manager CIZA Concept
(65) 6545 5645
[email protected] 

Melody Tu
PR Director NVIDIA Taiwan
(886) 9873 52414
[email protected] 

ลงทะเบียนเข้าสู่ระบบ เพื่ออ่านบทความฟรีไม่จำกัด

No comment

RELATED ARTICLE

Responsive image

iFLYTEK, Zense Entertainment, Chulalongkorn University sign MOU to Accelerate the Advancement of Thai Speech Recognition

iFLYTEK announce the signing of a Memorandum of Understanding (MOU) to accelerate the advancement of Thai speech recognition with Zense Entertainment and Chulalongkorn University....

Responsive image

SCB Yuan Pro Rata Forward Service pioneering online forward foreign exchange for entrepreneurs

SCB Yuan Pro Rata Forward, a tool to manage exchange rates effectively and mitigate risks associated with Yuan fluctuations....

Responsive image

DataX shines in AI and LLMs personnel talent, securing dual global honors at "NeurIPS 2023 Challenge"

DataX ultimately clinching two prestigious awards at the "NeurIPS 2023 Challenge," hosted by AI at Meta and Microsoft Research in New Orleans in the USA....