Projects 2023/2024 Winter
A Comparison Between Aphid Detection Methodologies
Potato virus Y (PVY) [1], transmitted primarily by aphids, induces deleterious effects on potato plants.…
Projects 2022/2023 Summer
Exploring the Effectiveness of Dataset Synthesis: An Application of Apple Detection in Orchards
Deep object detection models have made significant strides, but the need for large training datasets…
Projects 2022/2023 Summer
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Models
This study explores the challenge of acquiring large amounts of training data for deep object…
Projects 2022/2023 Summer
Anomaly Detection in Human X-ray Imaging using YOLOv5
This research aims to see if it can improve computer-based anomaly detection systems for contraband…
Projects 2022/2023 Summer
Detection and Tracking from Multiple Cameras: Recognition of Helmet Usage by Cyclists on Public Roads
This study introduces a new dataset and pipeline for tracking cyclists to address the increasing…
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…