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2017 GTC San Jose

S7412 - Scene Understanding in Challenging Lighting Conditions for ADAS Systems

Session Speakers
Session Description

We'll highlight deep learning techniques to develop visual scene understanding under challenging illumination conditions. We'll discuss approaches to mitigate severe illumination challenges posed by poor lighting, perform object detection effectively in such scenarios, and use GPU acceleration to achieve reasonable throughput for ADAS systems. We'll also present compelling results our system achieved on a publicly available low-light benchmark dataset.

 


Additional Session Information
Intermediate
Talk
Computer Vision and Machine Vision Deep Learning and AI Self-Driving Cars
Automotive
25 minutes
Session Schedule