Module for image processing in the Orange data mining system

Blaž Bizilj (2013) Module for image processing in the Orange data mining system. EngD thesis.

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Abstract

In this thesis we focused on the development of an add-on for data mining in the Orange system. The Orange system enables visual data mining has the components for preparation, filtration and evaluation of data. In addition, it contains many widgets that enable us to do everything from data classification, construction of demonstration models and machine learning, which allows the prediction of missing data. The aim of the thesis was to make an add-on for the Orange system that would enable images to be used as starting data. From these images we would use various algorithms to obtain the attributes on which we can use the already developed solutions in the Orange system to start data mining. We developed the add-on for the Orange system in such a way, that the widgets that we have added to the system can connect to the already existing widgets. By doing so we achieved that our add-on has access to some very powerful data mining tools right from the start.

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