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Module for Task Administration for NLPIS
 Žurek, Aleš ; Otrusina, Lubomír (referee) ; Dytrych, Jaroslav (advisor)
This bachelor thesis analyzes the current information system NLPIS and its components. It include design and implementation that extends the capabilities of existing system NLPIS and adjusts its components. It aims to manage tasks and to link the system NLPIS with MediaWiki. The solution includes an analysis of the newly added classes.
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Module for Task Administration for NLPIS
 Žurek, Aleš ; Otrusina, Lubomír (referee) ; Dytrych, Jaroslav (advisor)
This bachelor thesis analyzes the current information system NLPIS and its components. It include design and implementation that extends the capabilities of existing system NLPIS and adjusts its components. It aims to manage tasks and to link the system NLPIS with MediaWiki. The solution includes an analysis of the newly added classes.
Detailed record
Modul pro vyhledávání nevhodných obrázků
 Žurek, Aleš
This work is focused on classifying photos which are uploaded on dating service Lidé.cz. Pictures are classified into two categories based on whether they contain pornographic content or not. Convolutional neural networks are used for classification and these neural networks are taught by using Caffe framework. The results of this work fulfilled all requirements from Seznam.cz, a.s. company. Classification accuracy of the best model on created testing dataset with 5643 photos was 93,64 % and the time for classification of photography is low enough to perform classification in real time. The first part contains an analysis of the current approaches for image classification. The second part focuses on the analysis and draft of the solution and the third part describes the implementation of the solution and the testing of neural networks models.
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2 Žurek, Arne
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