Master Theses – Offered

Browse all posts in the Master Theses – Offered category.

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18SEP 2024
Master Theses – Offered
Visual Anomaly Detection in Autonomous Driving
Description Detecting objects in front of a self-driving vehicle is critical for safety but poses significant challenges. The range of potential objects on the road includes rare and unknown entities—such as wild animals, debris, or litter—which are underrepresented in existing datasets. The wide variety of these unknowns in terms of appearance, size, and location makes […]
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11AUG 2023
Bachelor Theses – Offered
Foundation Models for Few-Shot Microscopy Image Cell Segmentation
Recent advances in computation power along with the availability of vast amount of data is a key enabler towardstraining the next generation of large deep neural networks comprising billions of learnable parameters. This category of networks is commonly known as foundation models. Foundation models are trained using millions of unlabelled data on self-supervised tasks. Among […]
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01MAR 2023
Master Theses – Offered
Monocular Depth Estimation for Prosthesis Control
Description Lower limb prostheses support individuals with lower limb amputations in daily tasks, including walking, stairs climbing or running. For adaptation to the current gait situation, it is beneficial to sense the surrounding environment, e.g., with visual sensors. The obtained situation awareness can not only help to adapt but also to prevent accidents such as […]
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