Detail produktu

Classifier creation framework for diverse classification tasks

HRADIŠ, M. BAŘINA, D. ŘEZNÍČEK, I. ZEMČÍK, P.

Typ produktu

software

Abstrakt

This software package contains the extendable framework for classifiers creation of various tasks. The only requirements for input object type is ability to be converted to set of feature vectors, the rest of computing is done by framework, finally the classifier is created. The framework can be used for clasifiers creation using training part of dataset and then do the testing on testing part and thus show the classifier accuracy. The framework consists of several basic parts which are replaceable such as feature extractor, codebook generator, codebook translator and classification technique. Sample applications of these are included. The whole process can be computed on local computer or in Sun Grid Engine schedulling system. The software package contains the framework files, sample feature extractor, sample classification technique and the particular documentation of system setup and the user guide.

Klíčová slova

framework, feature extractors, linear SVM, SGE

Datum vzniku

22. 12. 2010

Umístění

http://www.fit.vutbr.cz/research/prod/index.php.cs?id=155

Možnosti využití

Využití výsledku jiným subjektem je možné bez nabytí licence (výsledek není licencován)

Licenční poplatek

Poskytovatel licence na výsledek nepožaduje licenční poplatek

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