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Engineering (R0) eBook Series

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  • Deep Neural Networks and Data for Automated Driving

    Robustness, Uncertainty Quantification, and Insights Towards Safety

    Edited by Tim Fingscheidt, Hanno Gottschalk, Sebastian Houben ...
    Series series Engineering (R0)
    This open access book brings together the latest developments from industry and research on automated driving and artificial intelligence.Environment perception for highly automated driving heavily employs deep neural networks, facing many challenges. How much data do we need for training and testing? How to use synthetic data to save labeling costs for training? How do we increase robustness and ... Read more

    Free