This chapter discusses how to build production-ready machine learning systems. There are several challenges involved in accomplishing this, each with its specific solutions regarding practices and tool support. The chapter presents those solutions and introduces MLOps (machine learning operations, also …

This report follows the development of an improved character creation pipeline for the 3D simulators of the company VSTEP. The company 's intention was to improve the pipeline in order to expand their current character library in a more timely manner. There were also certain needs involved: the clients …

The aim of this thesis is to identify and implement the best personalized recommendation system that will increase the engagement of Fitenium users. Based on the research, it was determined that the best personalized recommendation system for this use case is Amazon Personalize. Amazon Personalize …

“Het is tijd om te automatiseren”. Elk bedrijf heeft deze zin wel eens gehoord. Het automatiseren is op dit moment een van de uitdagingen waar ieder bedrijf tegenaan loopt. Zo ook in de civiele techniek. Het ontwerpen van een brug of gebouw is nou eenmaal geen simpel proces. Er moeten onder andere eisen …

Author Sebastiaan Vorstenbosch is a 4th-year Creative Media and game technologies student at the Saxion University of applied sciences in Enschede. The students main skills consist of 3D modeling, 3D rendering and Unreal Engine development. Task description The client, Lukkien, would like to implement …

This paper written during the last semester of the CMGT course at Saxion focuses on the research and implementation of Virtual Production technology within the workflow of a 3D communication studio. Virtual Production (abbreviated as VP within this paper) is a new and upcoming technology that combines …

Abstract Background: The benefit of MR-only workflow compared to current CT-based workflow for prostate radiotherapy is reduction of systematic errors in the radiotherapy chain by 2–3 mm. Nowadays, MRI is used for target delineation while CT is needed for position verification. In MR-only workflows, …

Although systematic reviews are considered as central components in evidence-based practice, they currently face an important challenge to keep up with the exponential publication rate of clinical trials. After initial publication, only a minority of the systematic reviews are updated, and it often takes …

The full potential of predictive maintenance has not yet been utilised. Current solutions focus on individual steps of the predictive maintenance cycle and only work for very specific settings. The overarching challenge of predictive maintenance is to leverage these individual building blocks to obtain …

Background: There is an emergence of mobile health (mHealth) interventions to support self-management in patients with chronic obstructive pulmonary disease (COPD). Recently, an evidence-driven mHealth intervention has been developed to support patients with COPD in exacerbation-related self-management: …