Classifier creation framework for diverse classification tasks

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F10%3APR25164" target="_blank" >RIV/00216305:26230/10:PR25164 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Classifier creation framework for diverse classification tasks

Popis výsledku v původním jazyce

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 suchas 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.

Název v anglickém jazyce

Classifier creation framework for diverse classification tasks

Popis výsledku anglicky

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 suchas 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.

Druh

R - Software

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2010

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Interní identifikační kód produktu

FrameworkFDivClassificationTasks

Technické parametry

Pro podrobnosti licenčních podmínek konzultujte: Ing. Vladimír Pavelka, Útvar transferu technologií VUT v Brně, Božetěchova 2, 612 66 Brno, 541 141 499

Ekonomické parametry

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IČO vlastníka výsledku

00216305

Název vlastníka

Vysoké učení technické v Brně