Monocular depth estimation (MDE) is one of the core challenges encountered in the field of computer vision. MDE is the
Category: Deep Learning
Deep learning techniques for classifying sentiment in social media postings
Sentiment analysis (SA) is a research area within the field of natural language processing (NLP) that involves extracting subjective information
Image deblurring using machine learning models
In photography, images might appear blurred for a number of reasons, including: lens defects, camera motion, and camera focus. This
Gesture recognition for hologram interaction: An application for museums
The aim of this research project was to develop a deeper understanding of hand-gesture recognition for the manipulation of hologram
Detecting litter objects using an aerial drone with convolutional neural networks
Marine litter is leaving a highly negative impact on oceans, since plastics do not biodegrade and remain intact for centuries,
Number plate detection using deep learning techniques
This project aims to develop an effective number plate detection model through the use of YOLOv4, and then to implement
Drone-based face-mask-detection system
Since the outbreak of the Covid-19 pandemic, Malta was among many other countries around the world affected by the disease.
Autonomous drone delivery
This project aims to explore and develop an autonomous drone-delivery system. This system was implemented within a simulated environment called
Music recommendation system
Traditional music-recommendation techniques are based on the concept of collaborative filtering (CF) which leverages the listening patterns of many users.