宝马：深度学习在自动驾驶中的应用及部署过程.pdf

DEEP LEARNING IN THE FIELD OF AUTONOMOUS

DRIVING

AN OUTLINE OF THE DEPLOYMENT PROCESS FOR ADAS AND AD

Alexander Frickenstein, 3/17/2019

Page 3GTC 2019 - Silicon Valley| Deep Learning for Autonomous Driving at BMW | 03/20/19

AUTONOMOUS DRIVING AT BMW

▪ BMW Autonomous Driving Campus in Unterschleißheim (Munich), established in 2017

▪ 1400 Employees incl. Partners (Sensor-processing, Data-Analytics, ML, Driving-Strategy, HW-Architecture)

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CONTENT

▪ Introduction: Design Process of ML-Applications for AD

Page 5GTC 2019 - Silicon Valley| Deep Learning for Autonomous Driving at BMW | 03/20/19