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Statements

Subject Item
n2:RIV%2F00216305%3A26230%2F07%3APR23061%21RIV08-MSM-26230___
rdf:type
n15:Vysledek skos:Concept
dcterms:description
During the work on the paper %22Platform for Evaluation of Image Classifiers%22, we have created many software tools which together with some shell and awk scripts which form the classifier evaluation platform. There is some face data and the MNIST hand written digit database available. You can also create your own datasets using our tools. You can use the annotation program to annotate some regions in images and use dataset generator to create dataset from such annotations. The dataset generator resizes the annotated regions to specified size and can also add some random or fixed affine transformations and Gaussian noise. You can mannage the datasets with our merging and mixing tools. When the data is prepared, you can use our implementation of AdaBoost (odkaz) or any other algorithm to train classifiers and evaluate the results using evaluation scripts. During the work on the paper %22Platform for Evaluation of Image Classifiers%22, we have created many software tools which together with some shell and awk scripts which form the classifier evaluation platform. There is some face data and the MNIST hand written digit database available. You can also create your own datasets using our tools. You can use the annotation program to annotate some regions in images and use dataset generator to create dataset from such annotations. The dataset generator resizes the annotated regions to specified size and can also add some random or fixed affine transformations and Gaussian noise. You can mannage the datasets with our merging and mixing tools. When the data is prepared, you can use our implementation of AdaBoost (odkaz) or any other algorithm to train classifiers and evaluate the results using evaluation scripts. Software pro vyhodnocení obrazových klasifikátorů vznikl na základě článku %22Platform for Evaluation of Image Classifiers%22 a obsahuje sadu nástrojů pro daný účel.
dcterms:title
Software pro vyhodnocení obrazových klasifikátorů Platform for Evaluation of Image Classifiers Platform for Evaluation of Image Classifiers
skos:prefLabel
Platform for Evaluation of Image Classifiers Software pro vyhodnocení obrazových klasifikátorů Platform for Evaluation of Image Classifiers
skos:notation
RIV/00216305:26230/07:PR23061!RIV08-MSM-26230___
n3:aktivita
n11:P
n3:aktivity
P(LC06008)
n3:dodaniDat
n17:2008
n3:domaciTvurceVysledku
n5:4652738 n5:7113838 n5:4439589 n5:1958313 n5:7876645 n5:9340386 n5:6220703
n3:druhVysledku
n8:S
n3:duvernostUdaju
n13:S
n3:ekonomickeParametry
volně použitelný software
n3:entitaPredkladatele
n6:predkladatel
n3:idSjednocenehoVysledku
441541
n3:idVysledku
RIV/00216305:26230/07:PR23061
n3:interniIdentifikace
EVIC
n3:jazykVysledku
n20:eng
n3:kategorie
n19:A
n3:klicovaSlova
Evaluation, classification, image processing, face database.
n3:klicoveSlovo
n12:classification n12:Evaluation n12:face%20database. n12:image%20processing
n3:kontrolniKodProRIV
[52A67C322231]
n3:licencniPoplatek
n16:N
n3:lokalizaceVysledku
FIT VUT v Brně
n3:obor
n18:JC
n3:pocetDomacichTvurcuVysledku
7
n3:pocetTvurcuVysledku
7
n3:projekt
n4:LC06008
n3:rokUplatneniVysledku
n17:2007
n3:technickeParametry
databáze obličejů
n3:tvurceVysledku
Herout, Adam Šilhavá, Jana Chmelař, Petr Juránek, Roman Beran, Vítězslav Zemčík, Pavel Hradiš, Michal
n3:vlastnik
n6:vlastnikVysledku
n3:vyuzitiJinymSubjektem
n14:A
n7:organizacniJednotka
26230