International Journal of Informatics and Computation
Vol 3 No 2 (2021): International Journal of Informatics and Computation

Pooling Comparison in CNN Architecture for Javanese Script Classification

Mujastia Feliati Muhdalifah (Mahasiswa)

Article Info

Publish Date
10 Jan 2022

Abstract

Javanese script is evidence of the past culture, which contains various current language learning, including script recognition. However, learning traditional scripts becomes less attractive to the students. Thus, we propose a learning method to enable character recognition among students to deal with the issues. We offer a novel CNN architecture and compare different pooling layers for Javanese script classification. We calculate the separate pooling layer to reduce extensive feature extraction of the image. We present the model comparison results in Javanese character classification to convince our development.

Copyrights © 2021




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Journal Info
International Journal of Informatics and Computation
Website

Abbrev

ijicom

Publisher

Universitas Respati Yogyakarta

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Informatics and Computation (IJICOM) is an international, peer-reviewed, open-access journal, which publishes original theoretical and empirical work on the science of informatics and its application in multiple fields. Our concept of Informatics includes technologies of ...