Organizace: Institute of Information Theory and Automation

Intern for research into explainable AI models of scientific theories

This internship offers students the opportunity to participate in the development of explainable machine learning models (Explainable AI), which represent a rapidly developing field with the aim of making black-box models more accessible. These methods make it possible to reveal how models—such as neural networks—learn and arrive at their predictions. Special attention is paid to…

AI methods in electron and fluorescence microscopy

New generations of electron microscopes and super-resolution fluorescence microscopes, combined with deep learning methods, offer unprecedented possibilities for the analysis of material and biological samples. During the placement, students will learn about reconstruction methods such as deconvolution and super-resolution, and gain insight into methods for automatic segmentation, detection and trekking of large numbers of small…

Segmentation of 2D biological objects

Segmentation of 2D biological objectsThe focus of the proposed work is the development of computer vision methods with an emphasis on object segmentation in 2D data. In collaboration with microbiologists, data will be analysed with specific tasks. The study will include the selection of appropriate metrics to compare the performance of different segmentation methods. Based…

Artificial intelligence and various forms of automated driving

Development Simulation systems based on mathematical-physical models; Learning Methods Applicable to Quantitative and Qualitative Data, SW measuring and evaluation e.g. Matlab, Simulink, IAR for all ARM processors series, various HIL tools/devices/dataloggers for testing communication on vehicle bus like CAN, vehicle demonstrators based on Skoda platform, various SDK´s for embedded systems. Development new concept Human Machine…

Intern for analyzing disinformation and conspiracy narratives using Bayesian networks

What conspiracy theories and disinformation narratives resonate most in Czech society today? This internship offers the opportunity to participate in research that combines artificial intelligence, statistics, and social sciences. Students will learn about data from an extensive public opinion survey focusing on belief in conspiracy theories, trust in institutions, media consumption, and psychological factors. The…