Projects 2020/2021 Winter
Object Detection Models for Detecting Apples in Orchards
To build a system that helps reduce the working hours of human apple pickers, an…
Projects 2019/2020 Summer
Detecting Contraband using X-ray and Deep Neural Networks
To improve the safety in prisons, body scanners are used to see through layers of…
Projects 2019/2020 Summer
Polymer Semantic Segmentation with Hyperspectral Imaging and Artificial Neural Networks
Since the 1950s, plastics have played an essential role in the world, and more than…
Projects 2019/2020 Summer
Detecting Bioplastic Objects Using Instance Segmentation and Hyperspectral Imaging
Plastic is being produced at an ever-increasing rate, mostly for short-lived products that end up…
Projects 2019/2020 Summer
Automated Analysis of Time Series Data
Time series data is used in many areas of research and various ways to represent…
Projects 2019/2020 Winter
Autonomous Driving with JetBot using Deep Reinforcement Learning
Deep Reinforcement Learning has become increasingly popular. This paper takes a closer look at Deep…
Projects 2019/2020 Winter
CubeBotNet: Robotic Arm Control by using Deep Reinforcement Learning to solve mazes
Robotic arms have been increasingly used in many manufacturing industries. While there are many benefits…
Projects 2019/2020 Winter
Urban Building Quality Inspection using Hyper-spectral Imaging
Buildings are subject to environmental degradations therefore they must be maintained. The checking of these…
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…