IT related Bachelor or Master
Hasselt and/or combined with Heerlen
During summer holiday
Instead of humans observing the behaviour of groups of people or animals, a technological solution using camera’s and machine vision algorithms can perform this non-stop job faster, more efficiently, and with less error. The software can give signalling notifications for humans to take decisions and measures. For example, helping animals in a farm that start behaving different than usual, or recognizing their health and emotions at any point in time.
When developing computer vision solutions, a repeatable set of development works must be done for each new project. Firstly, video files or input streams must be structured and labelled. Secondly, machine learning models need to be trained and verified. In addition to that, multiple classification engines will be integrated into signalling functionalities and real-time visualizations. This will enrich the video content that is ultimately available in a user-friendly web front-end. For each of these components, you will develop reusable frameworks that will be integrated into this end-to-end platform solution for one of the use cases as a proof-of-concept.
Depending on your skills and interests, this summer job covers different aspects that you can focus on. For example, as a Software Developer, you can focus more on developing the (web) front-ends while we provide you with examples of pre-trained models. You are free to experiment with labelling and training a new machine learning model. Besides developing a web application, you can also work with Azure cloud components and research on how to scale and deploy machine learning components in order to train these models quicker. As a Data Scientist, you can focus on training, evaluating and improving the models for specific use cases, thus putting more emphasis on research aspects of the solution.
C#, .NET, Azure, SQL, Machine Learning, Computer Vision, PaaS and IaaS cloud, and frontends frameworks and languages including HTML5, CSS, Angular/React/Vue etc.
Are you interested in this summer job? Please fill in the form on the right or send your resume and motivation letter to Kim Engelen via email firstname.lastname@example.org.
Do you have questions about the summer job? Please feel free to contact Kim Engelen by phone +31(0)45 571 83 55 or by email: email@example.com