~/talk

Accelerate autonomous vehicle development

Talkat Amazon re:MARS 2022 · 2022-06-21..06-24· [machine-learning]
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Capgemini’s DASV on AWS claims to cut time to data by moving from a five‑day upload delay to near real‑time streaming using AWS Wavelength, Snowball, Outposts, S3 and EKS; a Mini Logger device streams encrypted telemetry while Ranger (AppSync) enables live, synchronized annotation and Trackster organizes test drives. The stack uses SageMaker Ground Truth, IoT Core and Amazon RDS, runs in 60+ countries with 4+ million km collected, and the live demo shows anonymized video, lidar and bounding‑box confidence scores working end‑to‑end.

AI-written summary · about

  1. 0:00Introduction and speakers
  2. 1:12The autonomous driving challenge
  3. 3:04Capgemini and AWS partnership
  4. 4:29The data explosion problem
  5. 6:10ADAS market trends and levels
  6. 8:13The future of autonomous driving
  7. 10:53DASV solution benefits
  8. 12:51Sustainability and operations
  9. 15:04Technical workflow and AWS
  10. 18:04AWS services for AV development
  11. 19:07DASV solution overview
  12. 20:39Key benefits of DASV
  13. 22:44Scenario simulation and testing
  14. 23:56DASV reference architecture
  15. 25:36Core DASV components
  16. 27:07Live demo of DASV solution
  17. 32:13Ranger tool functionality
  18. 34:05Trexter data visualization
  19. 37:00Conclusion and Q&A
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