Detail of the student project

Topic:Hluboké učení pro 3D segmentaci vajíček octomilky
Department:Katedra kybernetiky
Supervisor:Ing. Denis Baručić
Announce as:Diplomová práce, Bakalářská práce, Semestrální projekt
Description:The task is to detect and segment Drosophila eggs from microscopy images using deep learning (convolutional neural networks). The challenge is that the data are 3D and standard CNN methods cannot be used directly because of memory limitations in available GPU cards.
It is therefore necessary to find other methods or reimplement existing ones.
Responsible person: Petr Pošík