Projects 2022/2023 Summer
Bike helmet detection using resizing
We provide an object detection model that demonstrates the usability of deep learning in helmet…
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…
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…