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Accelerating 3D simulation workflows with NVIDIA Omniverse and DGX Cloud on Azure | ODFP225

Microsoft Developer
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655 views 1 year ago #MSBuild
AI is transforming industrial workflows, from defect detection to autonomous vehicle (AV) development. Collecting and labeling real world datasets for diverse weather, traffic, and road conditions is vital to scaling AV development. Synthetic datasets provide a novel way to bootstrap AI model training and address edge cases. Learn how Azure enables a complete workflow using generative AI with NVIDIA DRIVE Sim on Omniverse Cloud to produce datasets and train AI models on DGX Cloud. To learn more, please check out these resources:  …...more
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Intro

0:00

Industrial Enterprises are Racing to Digitalize

0:31

NVIDIA Cloud Services

2:36

NVIDIA Omniverse

4:11

Introduction to Autonomous Vehicles

4:53

AV Development: Massive Al and Data Challenge

5:35

Simulation and Synthetic Data are Essential for AVS

7:54

DRIVE Sim - Virtual Worlds for Autonomous Vehicles

9:04

Omniverse Replicator

10:17

Workflow on Omniverse Cloud - Data Generation

11:22

Workflow on Omniverse Cloud - Data Inspection

13:27

Workflow on DGX Cloud - Training

14:03

Workflow on DGX Cloud - Testing

15:35

Generative Al for Simulation and Synthetic Data

16:33
Accelerating 3D simulation workflows with NVIDIA Omniverse and DGX Cloud on Azure | ODFP225
8Likes
655Views
2023May 24
AI is transforming industrial workflows, from defect detection to autonomous vehicle (AV) development. Collecting and labeling real world datasets for diverse weather, traffic, and road conditions is vital to scaling AV development. Synthetic datasets provide a novel way to bootstrap AI model training and address edge cases. Learn how Azure enables a complete workflow using generative AI with NVIDIA DRIVE Sim on Omniverse Cloud to produce datasets and train AI models on DGX Cloud. To learn more, please check out these resources: Speakers:
  • Theresa Campbell
  • Jimmy Della
  • Mary Howell
  • Gautham Sholingar
  • Eva Wasielewski
Session Information: This video is one of many sessions delivered for the Microsoft Build 2023 event. View the full session schedule and learn more about Microsoft Build at https://build.microsoft.com ODFP225 | English (US) | AI #MSBuild

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Microsoft Developer

588K subscribers