Seminár z kognitívnej vedy a umelej inteligencie - Pavol Balážik (4.4.2017)

v utorok 4.4.2017 o 16:30 hod. v miestnosti I/9


31. 03. 2017 23.59 hod.
Od: Igor Farkaš

Prednášajúci: Ing. Pavol Balážik (Psiometry, s.r.o., Bratislava)

Názov: Real-time classification and detection with deep convolutional neural networks

Termín: 4.4.2017, 16:30 hod., I/9


Abstrakt:
In computer vision, recent and rapid advances in convolutional deep neural networks (DNNs) have resulted in image-based computational models of object recognition which, for the first time, rival human performance. This talk will focus on practical use of such supervised models in our company for real-time detection and classification. We will also discuss some of the techniques how we achieve real-time performance and how we generate our datasets just as we will discuss some prevailing problems and unrealistic expectations.