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…
Projects
Realtime Object Detection and Tracking
By combining object detection algorithms with conventional tracking algorithms, this work aims to increase the…
Projects
Object Counting Using Deep Learning
Manual object counting in images and videos is a time-consuming task. Counting the number of…
Projects
PET and PEF Classification using hyperspectral imaging and semantic segmentation networks
Currently, plastic waste is a significant problem; 5.3 billion tonnes of plastics are not recycled.…
Projects
Hyperspectral band selection
A large proportion of plastic that is used is never recycled and ends up in…