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Stuttgart

    Master Thesis - Stuttgart, Deutschland - Fraunhofer-Gesellschaft

    Fraunhofer-Gesellschaft background
    Beschreibung

    Was Sie bei uns tun

    The aim of this master thesis is therefore to explore the approaches of domain adaptation or domain generalisation and to develop a robust segmentation approach that generalises well across multiple similar domains and not just the source domain on which it was trained. This helps to reduce or possibly even eliminate the need to annotate datasets for each new target domain encountered by the robot. The experiments are conducted in the context of unstructured outdoor environments characterised by uneven terrain and objects and obstacles of different shapes and sizes.

    Your tasks include the implementation of robust models for environment interpretation as well as experiments with domain adaption and/or domain generalization for semantic segmentation.

    Was Sie mitbringen

    • Background in Computer Science, Software Engineering, Electrical Engineering, Mechatronics or similar
    • Profound knowledge of C/C++ (Experience with ROS is a plus)
    • Profound knowledge in deep learning
    • Experience in deep learning frameworks such as Keras/Tensorflow/PyTorch
    • Enthusiasm for mobile robotics
    • Fluent in English or German

    Was Sie erwarten können

    • Cutting-edge technology in the field of outdoor mobile robotics
    • Hands on with our robots on our own test fields in Stuttgart
    • Take on responsibility and freedom to implement your own ideas
    • Work with the best students in their discipline
    • Familiar atmosphere including Cake Friday

    We also offer the possibility of direct entry for excellent graduates.

    Wir wertschätzen und fördern die Vielfalt der Kompetenzen unserer Mitarbeitenden und begrüßen daher alle Bewerbungen – unabhängig von Alter, Geschlecht, Nationalität, ethnischer und sozialer Herkunft, Religion, Weltanschauung, Behinderung sowie sexueller Orientierung und Identität. Schwerbehinderte Menschen werden bei gleicher Eignung bevorzugt eingestellt.

    Mit ihrer Fokussierung auf zukunftsrelevante Schlüsseltechnologien sowie auf die Verwertung der Ergebnisse in Wirtschaft und Industrie spielt die Fraunhofer-Gesellschaft eine zentrale Rolle im Innovationsprozess. Als Wegweiser und Impulsgeber für innovative Entwicklungen und wissenschaftliche Exzellenz wirkt sie mit an der Gestaltung unserer Gesellschaft und unserer Zukunft.


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