Institute

 

[ika-Meetup: What´s next?]

Unfortunately, the lecture has to be cancelled due to cancellation of the speaker.

Our Meetup series for interested parties presents and discusses current, practice-relevant research topics in the field of automated driving.

What´s next?
Spatio-Temporal Predictions with Deep Learning

Mark Schutera (Doktorand: ZF Friedrichshafen AG und KIT)

Neural networks are already widely used in image processing for environmental perception. Mark Schutera will describe how the methods can be applied to pre-processed data in the form of objects. He will discuss the application of recurrent networks for the temporal tracking of objects as a basis for automated driving functions. He will explain how to generate sufficient data sets for the training of the networks and how to parameterize the structure of the network in a suitable way.

[Foto: Mark Schutera]

Mark Schutera

  • is a PhD student in the field of Machine Learning in cooperation between ZF Friedrichshafen AG and the Institute for Automation and Applied Computer Science at the Karlsruhe Institute of Technology
  • deals with the design of neural networks with a focus on recurrent neural networks and prediction of time series data

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Contact

Dr. Adrian Zlocki
Senior Manager Driver Assistance
+49 241 80 25616
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Venue

Seminar room S206
Institute for Automotive Engineering (ika)
Steinbachstraße 7
52074 Aachen

Address

Institute for Automotive Engineering (ika)
RWTH Aachen University

Steinbachstraße 7
52074 Aachen · Germany

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+49 241 80 25600
+49 241 80 22147

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