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2017 GTC San Jose

S7848 - Visual Perception for Autonomous Driving on NVIDIA DRIVE PX 2

Session Speakers
Session Description

We'll show how to program energy-efficient automotive-oriented NVIDIA GPUs to run computationally intensive camera-based perception algorithms in real time. The Stixel World is a medium-level, compact representation of road scenes that abstracts millions of disparity pixels into hundreds or thousands of stixels. We'll present a fully GPU-accelerated implementation of stixel estimation that produces reliable results at real time (26 frames per second) on the Drive PX 2 platform. 

 


Additional Session Information
All
Talk
AI for In-Vehicle Applications Computer Vision and Machine Vision Self-Driving Cars
Automotive Higher Education / Research
25 minutes
Session Schedule