Projects & Grants

Internal Grant Competition DGC





Artificial intelligence as a tool for solving real problems
Project IdSGS17/PřF-MF/2022
Main solverdoc. RNDr. Petr Bujok, Ph.D.
Period1/2022 - 12/2022
ProviderSpecifický VŠ výzkum
Statesolved
AnotationThe project will be devoted to optimization methods and machine learning and will be divided into six interrelated blocks that correspond to the research topics of individual students. The results of both theoretical and practical nature will be presented at international and domestic conferences and in journal articles. A) Anonymization of training image data without a negative impact on neural network performance. B) Optimization of computer vision methods for 3D reconstruction using deep learning. C) Development of optimization methods for solving real-world (industry) problems. D) Using neural networks to predict animal motion and behavioral pattern discovery. E) Sub-goal search in Reinforcement learning. F) Shape analysis and approximation in Computer Vision.