Search Results for author: Axel Weissenfeld

Found 3 papers, 0 papers with code

Federated Learning for Predictive Maintenance and Quality Inspection in Industrial Applications

no code implementations21 Apr 2023 Viktorija Pruckovskaja, Axel Weissenfeld, Clemens Heistracher, Anita Graser, Julia Kafka, Peter Leputsch, Daniel Schall, Jana Kemnitz

Data-driven machine learning is playing a crucial role in the advancements of Industry 4. 0, specifically in enhancing predictive maintenance and quality inspection.

Federated Learning

Deep Vehicle Detection in Satellite Video

no code implementations14 Apr 2022 Roman Pflugfelder, Axel Weissenfeld, Julian Wagner

In our experiment only five annotated images yield a $F_1$ score of 0. 81 on a new video showing more complex traffic patterns than the Las Vegas video.

On Learning Vehicle Detection in Satellite Video

no code implementations29 Jan 2020 Roman Pflugfelder, Axel Weissenfeld, Julian Wagner

Vehicle detection in aerial and satellite images is still challenging due to their tiny appearance in pixels compared to the overall size of remote sensing imagery.

Inductive Bias Object +2

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