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Public Article
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Pooling Comparison in CNN Architecture for Javanese Script Classification
ISSN: ISSN - N268
Publisher: author
Pooling Comparison in CNN Architecture for Javanese Script Classification
Indexed in
Technology and Engineering
ARTICLE-FACTOR
1.3
Article Basics Score: 2
Article Transparency Score: 3
Article Operation Score: 3
Article Articles Score: 2
Article Accessibility Score: 2
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International Category Code (ICC):
ICC-1802
Publisher: International Journal Of Informatics And Computation (ijic..
eISSN
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ISSN - N268
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Abstract
Javanese script is evidence of the past culture,whichcontains variouscurrentlanguage learning,includingscript recognition. However, learning traditional scriptsbecomesless attractive to the students.Thus, we propose a learning method to enable character recognition among studentsto deal with the issues. We offera novel CNN architecture and compare different poolinglayersfor Javanese script classification. We calculate the separatepooling layer to reduce extensivefeature extraction ofthe image.Wepresent themodel comparisonresults in Javanese character classificationto convince our development.
