Machine Vision Group

Machine vision group, the research team from the Institute of Automation and Informatics, has long been involved in the development and implementation of robust computer vision systems. They are also engaged in the development of methods and instrumentation for sustainable machine vision. Both research directions are thus focused on digitalization and Industry 4.0. The primary focus includes developing methods for handling imbalanced datasets, enhancing data augmentation techniques, and designing effective data collection methodologies. With the support of the machine vision lab, these proposed techniques are rigorously tested on real-world industrial manufacturing problems and beyond.