This project is about the production of projection light engines. The goal is to detect faulty products in real time, before they leave the factory, to preve...
The goal of this assignment is to explore methods for automated visual quality control based on images of products after they have been manufactured. The pro...
Brain-Computer Interfaces have the potential to reduce suffering of patients in a complete locked-in state, i.e., patients who are unable to communicate due ...
Instead of training a Deep Q Network from scratch for each service site, this project aims to explore effective transfer learning methods to transfer the mod...
The Train Unit Shunting Problem is a problem the NS faces that encompasses *matching* incoming trains to outgoing train services, *parking* the trains on tra...
Transfer learning of ADC (automated defect classification) of electron microscopy images for microprocessor manufacturing
In advanced semiconductor and other micro-device manufacturing, complex anomalies can arise at various stages of the process. Some of these anomalies can be ...
New applications of machine learning are rapidly emerging in advanced manufacturing and are part of the movement towards more intelligent factories. Precisio...
Developing models for the shape of pedestrian trajectories can allow for developing pattern recognition methods for this type of data. Due to the high dimens...
Generative Adverserial Networks have produced the exceeding reality in image generation. Can we use methods from psychometrics to improve this even further?
Computer vision algorithms trained on very few samples, understand the function and anomalies of micro-electronic devices in production environments (applica...
Metric learning on medical images with weak supervision
Optimizing performance of a localization model by transfer learning using a novel autoencoder-like architecture
Project of Christoforos Boukouvalas
Project of Evertjan Peer
Deep learning in unsupervised settings for computer vision in robotics
MSc project of Yue Wang
Project of Jeroen v/d Ven
Project of Loek Tonnaer
Project of Puck Mulders
Project of Rodrigo Mendoza
Project of Boshen Lyu
Project of Marijn Knippenberg
Project of Sako Arts
Project of Sako Arts
Project of Christopher Ankomah