Seminar of Cognitive Science - Pavol Balážik (4.4.2017)

Tuesday 4.4.2017 at 16:30, Lecture room I/9

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Ing. Pavol Balážik (Psiometry, s.r.o., Bratislava):
Real-time classification and detection with deep convolutional neural networks

Abstract:
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.

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