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GTC ON-DEMAND

Autonomous Vehicles
Presentation
Media
Tegra K1 and the Automotive Industry
Abstract:

Discover how mobile GPUs enable modern features of car driving in a power-efficient and standardized way, by providing the fundamental building blocks of computer vision to the higher-level reasoning functions that enable the car to detect lanes, park automatically, avoid obstacles, etc. We explain the challenges of having to fit into a given time budget, and how the low-level machine vision such as corner detection, feature tracking and even more advanced functionality such as 3D surrounding reconstruction is achieved in the context of the car's systems and its outside environment.

 
Topics:
Autonomous Vehicles, Artificial Intelligence and Deep Learning, Computer Vision, Mobile Applications
Type:
Talk
Event:
GTC Silicon Valley
Year:
2014
Session ID:
S4412
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