Continuous brain function monitoring in a pediatric intensive care unit is often done using electroencephalography (EEG) for the detection of epileptic seizures in comatose patients. Monitoring an EEG is a time-intensive task for medical professionals, especially when the seizures manifest in a subtle …

Door verbeteringen in Inertia Mesurement Unit (IMU) technologie, is hoogwaardig observationeel onderzoek mogelijk. Echter, bij observationeel onderzoek moet veel meer databewerking gedaan worden. Bedrijven zoals Movella zijn geïnteresseerd in de implementatie van Machine Learning (ML), waarbij verschillende …

Anomalies in Heating, Ventilation, and Air Conditioning (HVAC) systems of buildings can lead to performance degradation, energy inefficiencies, and occupant discomfort. Automated anomaly detection is essential to prevent these issues. Machine learning based anomaly detection techniques are effective …

For this project the company wants to show personalized search results for holiday destinations on their website. Currently, the company 's system makes recommendations of search results based on deterministic queries on SQL. These search results offer matching results based on keywords. However, these …

Een project waarin het doel was om een prototype te maken waarin handmatige stappen geautomatiseerd worden. Dit door een combinatie van machine learning en computer vision tools te gebruiken om tot een dynamische oplossing te komen die voor een grote hoeveelheid verschillende bouwplannen werkt.

In this project, several prototypes have been built and researched. The finished implementation is a software library written in the Flutter framework, which manages the collection of travel data, and the classification of this data via an on-device machine-learning model. Additional prototypes include …

This graduation report investigates the creation of an artificial intelligence-based tool for producing HTML Bootstrap code from images and codes description text provided by the user. The goal of this project is to automate the conversion of images and code description text into accurate HTML Bootstrap …

The recent advancements in machine learning (ML) techniques have significantly improved the performance in various natural language processing (NLP) tasks, particularly in deep learning with the transformer architecture. Despite their promising applications in different domains, these innovations have …

This documentation covers a feasability study on Computer Vision to register Data Matrix Codes using Machine learning. The documentation covers the topics of selecting the components of the system, the type of training data needed to train an Object Detection Model using Machine Learning, and the processes …

Moneybird biedt ondernemers een platform voor het doen van hun boekhouding. Bij het ondernemerschap komt veel kijken, zo ook het controleren van hun boekhouding. Hierbij is het belangrijk dat alle fouten gei¨dentificeerd worden, en vervolgens eruit worden gehaald, om bijvoorbeeld boetes te voorkomen. …