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
Identification of Potato Virus Y in Potato Plants using Deep Learning and GradCAM Verification
Controlling potato plant diseases is crucial in agriculture because diseased plants can result in a…
Master
Transfer Learning for Semantic Ship Defect Segmentation
The inspection of ship-board structures by humans is a time-consuming and expensive activity, creating the…
Master
Using Simulated Data for Deep-Learning Based Real-World Apple Detection
Object detection using CNNs requires a large amount of data to achieve decent performance in…
Master
Aphid Recognition using Multi-Scale Feature Representations with Vision Transformers
In this paper, Multi-Scale and Single-Scale architectures were evaluated to improve the classification of aphids…
Bachelor
Detection of Aphids on Sticky Plates using YOLOv5 with ImageTiling
The health of seed potato crops is being threatened by viruses like the Potato Virus…
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
Drone Safe Space Landing Detection
This technical paper focuses on creating a failure-safe landing system for BLOVS UAVs, to achieve…
Projects 2021/2022 Winter
Hyperspectral Imaging for Overlapping Polymer Flakes Segmentation
We use plastics for a large variety of tasks. However, they are highly dangerous for…