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GTC 2018 Silicon Valley

S8354 - Beyond Autonomous Driving: Unleashing Value via Machine Learning Applications in Automotive Industry

Session Speakers
Session Description

Data-driven applications based on machine and deep learning are striking roots in the automotive industry. In our talk, we will explore machine learning use cases next to one of the core strategic topics autonomous driving at the BMW Group. We employ novel machine and deep learning pipelines, such as those based on XGBoost and convolutional neural nets, to support a broad range of business requirements. Our setups have proven to be effective in creating value for domains including, but not limited to, vehicle engineering and after-sales. Subsequently, we will outline best practices and lessons learned from both an architectural and methodological perspective.


Additional Information
Industrial Inspection, Deep Learning and AI Frameworks
Automotive / Transportation
All technical
Talk
50 minutes
Session Schedule