Projects 2022/2023 Summer
Anomaly Detection for the Identification of Building Components Defects
This paper focuses on automatic identification of defective roofs and window casings using anomaly detection.…
Projects 2022/2023 Summer
Automated Classification of Building Defects Using Machine Learning Techniques
We propose an automated classification approach using CNNs to detect and classifybuilding components. Aerial images…
Bachelor
RGBD Apple detection in mock orchards datasetusing YOLOv5
Attaching a robotic arm on a drone and make it inspect apples in an orchard…
Master
Smart Tiling Based on Body Key Points to Improve Anomaly Detection in X-ray Images
In prisons, X-ray scanners are often used to find illegal items, and anomaly detection algorithms…
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
HYPER-SPECTRAL IMAGING FOR OVERLAPPING PLASTIC FLAKES SEGMENTATION
Given the hyper-spectral imaging unique potentials in grasping the polymer characteristics of different materials, it…
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
Anomaly Detection for UAV Automatic Safe Landing
With new regulations around unmanned aerial vehicles (UAV) use in the European Union, the drone…
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…