Rozpoznání atributů vozidel pomocí metod strojového učení (Zvaná přednáška)

Publikace nespadá pod Filozofickou fakultu, ale pod Fakultu informatiky. Oficiální stránka publikace je na webu muni.cz.

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SEDLÁK Jan

Rok publikování 2016
Druh Článek ve sborníku
Konference Proceedings in Informatics and Information Technologies. Bratislava: WIKT & DaZ
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
Obor Informatika
Klíčová slova machine learning; neural networks; brand classification; vehicle color; SVM; Random forest; deep neural networks
Popis Detection and recognition of vehicle attributes is important part of the ITS systems, particularly when searching for interest or stolen vehicles. The lecture discusses applicability of machine learning methods, including RandomForest, Support vector machine and deep neural networks, in identifying the individual vehicle attributes based on camera images from the real environment. The results from functional implementation of machine learning algorithms for classification of color and vehicle make, deployed in real-world environment for the purpose of Police of the Czech Republic, will be presented.
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