Projects 2023/2024 Winter
Comparative Analysis of CNNs and Vision Transformersfor Insect Clustering
Timely detection of aphids is critical for effective pest control in agriculture to prevent the…
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,…
Publications 2021
Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge
Authors: Sascha Carona, Klaas Dijkstra, Christopher Ecknerd, Luc Hendriksa, Guðlaugur Jóhannessonf, Boris Panes, Roberto Ruiz…
Projects
Spectrogram Learning v. End-to-end Learning
Audio classification is a difficult task for computers due to the complexity of audio data.…
Projects
Classification and Regression by performing Deep Learning on Spectrogram Images
An ever-growing number of Internet of Things (IoT) devices generate vast amounts of data that…