Platform for Evaluation of Image Classifiers
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F07%3APR23061" target="_blank" >RIV/00216305:26230/07:PR23061 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Platform for Evaluation of Image Classifiers
Original language description
During the work on the paper "Platform for Evaluation of Image Classifiers", 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.
Czech name
Software pro vyhodnocení obrazových klasifikátorů
Czech description
Software pro vyhodnocení obrazových klasifikátorů vznikl na základě článku "Platform for Evaluation of Image Classifiers" a obsahuje sadu nástrojů pro daný účel.
Classification
Type
X - Unclassified
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
<a href="/en/project/LC06008" target="_blank" >LC06008: Center of Computer Graphics</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2007
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů