In this talk, Halil Beglerovic will talk about the applications of convolutional neural networks in the domains of
– Scenario extraction from recorded data
– Object detection
– Semantic segmentation
and Behavioral cloning.
About Halil Beglerovic:
Halil Beglerovic finished his bachelor studies at the University of Sarajevo, Faculty of Electrical Engineering, Department for Automatic Control and Electronics. He received the Master’s degree in Robotics from Tohoku University in Sendai, Japan. During the master studies his research focus was on passive mobile robots with an emphasis on formation control. Afterwards he worked in the Royal Military Academy in Brussels, Belgium on the ICARUS FP7 project focusing on unmanned ground vehicles used in Search and Rescue operations, map building and fusion of 3D environment data. Currently he is a Maria Curie fellow at AVL, Austria and PhD candidate at the Technical University Graz through the iTEAM project. His work focuses on test methods for verification and validation of autonomous vehicles with a focus on scenario detection using deep learning.