NVidia - AI platform for autonomous driving

NVIDIA has embraced the deep learning revolution and invested in AI computing capabilities since the early stages of this new era of computing. This session will focus on how NVIDIA AI platforms can make self-driving cars a reality.

Transcript

1. Romain Kuntz - Senior Solutions Architect Meetup Autonomous Driving Munich - March 14th 2017 AI PLATFORM FOR AUTONOMOUS VEHICLES
2. AMAZING ACHIEVEMENTS IN AI Play Go Play Doom Learn Paint Style Synthesize Voice Write Captions Learn Motor Skills Learn to Walk Drive
3. BB8: NVIDIA AUTONOMOUS VEHICLE Video available at https://blogs.nvidia.com/blog/2017/01/04/bb8-ces/
4. SELF-DRIVING IS HARD
5. 5 NVIDIA CONFIDENTIAL; SUBJECT TO CHANGE; UNDER NDA
6. FROM RESEARCH TO PRODUCTION AI Supercomputer SoC
7. DRIVEWORKS Software Development Kit for Autonomous Driving
8. NVIDIA PILOTNET Recorded steering wheel angle Adjust for shift and rotation Random shift and rotation DNN Back propagation weight adjustment Desired steering command Network computed steering command Left Camera Center Camera Right Camera Source: https://arxiv.org/abs/1604.07316 End to End Learning for Self-Driving Cars Teaching a DNN to Drive
9. NVIDIA AI CARS Baidu nuTonomy Volvo WEpods Mercedes-Benz Tesla Audi NVIDIA
10. GPU TECHNOLOGY CONFERENCE