Călin-Adrian POPA received his Bachelor’s degree in Computers and Information Technology in 2009, his Master’s degree in Software Engineering in 2011, and his Ph.D. in Computers and Information Technology in 2015, all from Politehnica University of Timişoara. Currently, he is the Machine Learning Technical Lead at Continental ADAS Advanced Engineering Romania and an Associate Professor at the Department of Computers and Information Technology, Politehnica University of Timişoara. He also received a Bachelor’s degree in Mathematics in 2013, and a Master’s degree in Mathematics in 2015, both from West University of Timişoara. His interests include neural networks and computer vision.
Călin-Adrian Popa
Machine Learning Technical Lead @ADAS Advanced Engineering Romania
All Sessions by Călin-Adrian Popa
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NDR June 9 2021
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15:40
The path towards autonomous driving: Using machine learning in automotive
15:40 - 16:20The autonomous driving dream is closer and closer to becoming a reality. We at Continental use machine learning to help the vehicles of tomorrow perceive their environment with great agility and precision, in order to assist the driver, and eventually to enable superhuman driving performance. This session will detail some of the ways in which deep learning models are used to detect, localize, and classify traffic participants, and to build a comprehensive environment model of the surroundings of the vehicle.