Bachelor
Anomaly detection in human X-Ray images with YOLOv5
This research aims to evaluate the effectiveness of a machine learning architecture for object detection,…
Bachelor
A Comparison of Deep Learning Methods for Two-wheeler Detection in Images
Traffic analysis is currently a laborious task performed manually by human experts. Object detection models…
Master
To the effect of dataset order in multiple object tracking
In this paper, we explore the effect of domain adaptation and catastrophic forgetting in conjunction…
Master
In this paper, we explore the effect of domain adaptation and catastrophic forgetting in conjunction…
Bachelor
A Comparison of Deep Learning Methods for Two-Wheeler Detection in Images
Traffic analysis is currently a laborious task performed manually by human experts. Object detection models…
Projects 2021/2022 Winter
On the scalability of CNNs for apple detection using RGBD data
Picking apples is a highly repetitive task that can be automized using AI. In these…
Projects 2021/2022 Winter
Localization and Classification of Anomalies in X-ray Images of Humans
X-ray scanners are commonly used to help prevent contraband from being smuggled into prisons. Analyzing…
Projects 2020/2021 Summer
Obstacle Detection for BVLOS Drones
With the introduction of new regulations in the European Union, the future of Beyond Visual…
Projects 2020/2021 Winter
Contraband Detection in X-ray Images using Deep Neural Networks
X-ray scanners are a commonly used tool to prevent contraband from entering secured facilities. Our…
Projects 2020/2021 Winter
Polymer Flake Detection Through Hyperspectral Imaging
While the amount of disposed plastic waste is constantly increasing, the issue of recycling plastics…