Master's thesis in Data
6 maanden geleden
Master's thesis in Data & AI: Towards Interpretable Image Segmentation Using Part-Prototypes
Delve into a master’s thesis that sits at the intersection of innovation and utility. Your task: to bridge the gap between interpretable part-prototype models and advanced image segmentation. By researching and crafting an architecture that applies explainable mechanisms to segment images, you will contribute to a growing field with vast implications in technology and society. Your work could shape future applications in essential sectors such as healthcare, autonomous navigation, and security.
Required interest(s)
Computer Vision Explainable AI/XAI Object Detection Image Segmentation
What do you get
A challenging assignment within a practical environment € 1000 compensation, € 500 + lease car or € 600 + living space Professional guidance Courses aimed at your graduation period Support from our academic Research center at your disposal Two vacation days per month
What you will do
65% Research 10% Analyze, design, realize 25% DocumentationImage segmentation refers to the process of detecting and isolating specific objects or regions of interest within an image. It can help to accurately extract information that is relevant to an image, which can then be used for different purposes or even fed to other models—for example, human action recognition, object tracking, or background removal. When automated, image segmentation can become a powerful tool for several fields and applications, such as medical image processing, autonomous driving, agriculture, and video surveillance.
On the other hand, interpretable part-prototype models have been a recent subject of study in the field of computer vision. These models learn prototypical parts and recognize these components within images. They are able to infer a decision tree-like mechanism to determine their final prediction, where the tree steps correspond to different prototypes. Thus, part-prototype models are explainable by design, as they combine both prediction and explanation.
Image segmentation has typically been used in combination with prior image classification and object detection. Part-prototype models have been mainly used for image classification and, to a lesser extent, for object detection—but not yet for object segmentation, as far as public research indicates.
Assignment
The goal of this project would be to investigate the possibilities of interpretable part-prototype models and to develop a novel architecture that applies the part-prototype mechanism to image segmentation.
About Info Support Research Center
We anticipate on upcoming and future challenges and ensures our engineers develop cutting-edge solutions based on the latest scientific insights. Our research community proactively tackles emerging technologies. We do this in cooperation with renowned scientists, making sure that research teams are positioned and embedded throughout our organisation and our community, so that their insights are directly applied to our business. We truly believe in sharing knowledge, so we want to do this without any restrictions.
Read more about Info Support Research .
What does Info Support offer you during your graduation period?
Of course, we offer you an excellent package of graduation conditions with various options. These include:
Laptop, all necessary tools, and development environments to successfully carry out your assignment A graduation allowance, where you have the choice of: € 1000 gross per month€ 500 gross per month + lease car with fuel card€ 600 gross per month + accommodation in VeenendaalDuring your graduation internship, you will be included in one of our business units and in our Research Center. This will give you a good understanding of the developments within our projects and our research projects.
In addition, Info Support offers you:
A challenging master’s thesis at a solid, growing, and financially healthy company Professional and experienced guidance, hybrid working A graduation program with, among other things, training sessions, knowledge evenings, project visits, activities, and team, unit, and company outings Experimentation with new products and releases that are in the pre-release phase Brainstorming with other graduates and IT colleagues who are collegial and passionate Potential for a permanent position in our IT Top Traineeship programAbout Info Support
Info Support specializes in custom software, data/AI solutions, management, and training and is active in the Finance, Industry, Agriculture, Food & Retail, Mobility & Public, and Healthcare sectors. We provide solid and innovative solutions for complex and critical software issues. Our headquarters are located in Veenendaal (NL) and Mechelen (BE). At present, approximately 500 employees are employed by Info Support.
Info Support’s working method is characterized by a number of core values: solidity, integrity, craftsmanship, and passion. These core values are intertwined in our work and the way we interact with each other. This year, we were also named a Top Employer in the Netherlands
To ensure that all employees are always up to date with the latest developments, Info Support has an in-house knowledge center that eagerly satisfies the hunger for more or different knowledge and skills.
Procedures
1
Kennismakingsgesprek
Na je sollicitatie plannen we iets in en bespreken je (studie) loopbaan, interesses en ambities. We vertellen je over Info Support en jij kan al je vragen stellen.
2
Assessment
Gaan we verder? Dan doe je een assessment van je professionele kennis en persoonlijkheid (capaciteit, competenties en motieven).
3
Selectie interview
Vervolgens plannen we een selectie interview waarin we dieper ingaan op je professionele kennis en je persoonlijkheid.
4
De ondertekening van een contract
Verloopt alles positief dan ontvang je een contractaanbieding. Zijn we het eens? Dan starten we de pre-employment screening en nodigen we je uit voor de tekenmomenten.
Ontmoet Info Supporters
-
Master's Thesis Data Science Engineer
3 weken geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdWerk bij Info Support als Master's thesis data science engineer. SalarisJe ontvangt een salaris van € 1.000,00 per maand of je hebt de keuze voor € 500,00 netto + leaseauto met benzinekaart of € 600,00 netto + accommodatie in Veenendaal.BeschrijvingWe zijn op zoek naar een enthousiaste masterstudent om ons researchteam te versterken en aan de slag...
-
Veenendaal, Utrecht, Nederland Info Support VoltijdInfo Support: Full-time Master's Thesis OpportunityWe are Info Support, a leading provider of custom software, data/AI solutions, management, and training services. We are active in various sectors, including Finance, Industry, Agriculture, Food & Retail, Mobility & Public, and Healthcare.About the RoleWe are seeking a highly motivated and talented...
-
Veenendaal, Utrecht, Nederland Info Support VoltijdInfo Support offers a Master's thesis opportunity in Requirements Engineering for a motivated student.About the ProjectThe Dutch government promotes Mobility as a Service (MaaS), emphasizing on-demand mobility over ownership. Numerous companies now offer MaaS apps. Info Support seeks insight into the market's evolution and whether providers have...
-
Master's thesis in Data Science
4 weken geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdProject SEMS: Master's Thesis in Data ScienceWe are looking for a talented master's student to develop a deep learning model that optimizes the placement of sustainable energy sources near companies utilizing SEMS. The goal is to enhance energy generation efficiency without overloading the grid.The assignment involves researching and developing an advanced...
-
Master Thesis IT Project
1 week geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdAt Info Support, you have the opportunity to conduct your own research question during your master's thesis. Our research center will provide you with professional guidance and support throughout the process.SalaryWe offer a competitive salary package, including a gross monthly compensation of €1,000 or €500 + lease car or €600 + living space. This is...
-
Master's thesis in Requirements Engineering
4 weken geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdMaster's thesis in Requirements EngineeringAt Info Support, we are offering a challenging master's thesis opportunity in the field of Requirements Engineering. The goal of this thesis is to analyze and compare traditional, remote, and hybrid requirements elicitation techniques. You will be working on a comprehensive analysis of three categories of...
-
Faster Mutation Testing Expert Wanted
1 week geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdSchrijf een Master's thesis in Software Development: Met Stryker sneller mutatie testen Informatie aanvragen over het script en de techniek voor deze sollicitatie is niet mogelijk. Mutatietesten zijn een manier om te meten hoe effectief je unit tests zijn. De open-source mutatietestframework Stryker Mutator van Info Support is al snel, maar dat...
-
Master's Thesis in Harmonization of Communication Standards
5 dagen geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdInfo Support is een specialist op het gebied van aangepaste software, data/AI-oplossingen, management en opleidingen. We bieden solide en innovatieve oplossingen voor complexe en kritische softwaresommen.We zijn actief in de sectoren financiën, industrie, landbouw, voeding & detailhandel, mobiliteit & openbaar vervoer en gezondheidszorg. Onze hoofdvestiging...
-
Veenendaal, Utrecht, Nederland Info Support VoltijdSustainable Energy ManagementWe face a significant challenge in transitioning to sustainable energy sources while optimizing the existing infrastructure. To achieve this, we need to develop innovative solutions that can efficiently integrate renewable energy sources into our energy grids.As a Data Scientist, your task will be to develop and implement a deep...
-
Veenendaal, Utrecht, Nederland Info Support VoltijdMaster's Thesis in Data en AISamenvattingWe zijn op zoek naar een bedrijfskundige met expertise in Data en Artificiële Intelligentie voor een Master's Thesis. In dit project zullen we ons richten op de ontwikkeling van een AI-gebaseerd systeem voor het behouden en overdragen van domein-kennis.Verantwoordelijkheden Evaluatie van huidige methoden voor...
-
Veenendaal, Utrecht, Nederland Info Support VoltijdMaster's Thesis opdracht We Info Support zijn op zoek naar een medewerker die zich wil inzetten voor een Master's Thesis opdracht in de Softwareontwikkeling. De opdracht bestaat uit het verbeteren van de prestaties van Stryker Mutator, een open-source mutation testing framework. Wat doe je? Je gaat onderzoek doen om te zien waar verbeteringen kunnen...
-
Master's Thesis IT Specialist: Conduct Your Own Research
4 weken geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdAbout the Master's ThesisWe invite you to conduct your own research during your Master's thesis at Info Support. Our research center will provide you with the necessary guidance and support to make this experience as valuable as possible.Research InterestsPassion for IT is essentialSoftware Development, Data Science & Artificial Intelligence, or Architecture...
-
IT-Master's thesis: Your own research question
6 maanden geleden
Veenendaal, Nederland Info Support VoltijdIT-Master's thesis: Your own research question That one question. Your research question. At Info Support you can conduct your own research question during your master's thesis. Required interest(s) Passion for IT Software Development, or Data Science & Artificial Intelligence, or Architecture. What do you get A...
-
Master's Thesis Project: AI-Powered Knowledge Preservation
3 weken geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdMaster’s Thesis Project in Data Science and AI Info Support is looking for an ambitious master’s student to contribute to our research on AI-driven knowledge systems. The goal of this project is to preserve and transfer domain knowledge from retiring experts to the next generation of professionals. Our team aims to develop innovative solutions using AI...
-
Veenendaal, Utrecht, Nederland Info Support VoltijdWir suchen einen engagierten Studenten oder Absolventen für ein interessantes Master-Thesis-Projekt im Bereich der Mobilität.Das Thema unseres Projekts ist die Einführung von Mobilitätsdiensten (MaaS) in den Niederlanden. Das niederländische Ministerium fördert die Entwicklung von MaaS, indem es Kunden zum Nutzung von Mobilitätsdiensten ermutigt,...
-
Master's thesis in requirements engineering for Info Support
3 weken geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdStart your master's thesis with Info SupportWe're looking for a dedicated and enthusiastic student to help us develop a solution for harmonizing multi-modal travel standards. As a master's thesis student, you'll work closely with our research team to explore the intricate landscape of communication standards in transportation.Our goal is to create a seamless...
-
Veenendaal, Utrecht, Nederland Info Support VoltijdMaster's thesis in Requirements and Analysis: The State of MaaS in the NetherlandsInfo Support is seeking a highly motivated graduate to conduct a master's thesis in requirements and analysis, focusing on the state of Mobility as a Service (MaaS) in the Netherlands. The successful candidate will research the current market, investigating the adoption of MaaS...
-
Master's Thesis in Requirements Engineering
1 week geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdAbout the AssignmentAs a requirements engineer at Info Support, you will be responsible for conducting a comprehensive analysis of three categories of elicitation techniques: traditional face-to-face, online, and hybrid. Your goal will be to evaluate and compare these techniques for each situation, taking into account the technique itself, the goal or aim,...
-
Systeembeheerder Data Diensten
2 weken geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdWe zijn op zoek naar een ambitieuze Systeembeheerder Data Diensten die kwaliteit levert en graag uitgedaagd wordt in complexe vraagstukken.Voor onze afdeling Managed Services werken wij met verschillende klanten en eindgebruikers. We zijn op zoek naar iemand die ervaring heeft met Python, SQL, ETL en Data Lake en kan communiceren over de informatiebehoefte,...
-
Master's Thesis in IT Research
2 weken geleden
Veenendaal, Utrecht, Nederland Info Support VoltijdCompany OverviewInfo Support is a leading provider of custom software, data/AI solutions, management, and training services. With offices in Veenendaal (NL) and Mechelen (BE), we employ over 500 experts who share our core values: solidity, integrity, craftsmanship, and passion.SalaryWe offer a competitive salary package, including a graduation allowance of...
