Jurnal Teknologi dan Sistem Komputer
Volume 6, Issue 3, Year 2018 (July 2018)

Model CNN LeNet dalam Rekognisi Angka Tahun pada Prasasti Peninggalan Kerajaan Majapahit

Tri Septianto (Sekolah Tinggi Teknik Surabaya)
Endang Setyati (Sekolah Tinggi Teknik Surabaya)
Joan Santoso (Sekolah Tinggi Teknik Surabaya)

Article Info

Publish Date
31 Jul 2018

Abstract

The object of the inscription has a feature that is difficult to recognize because it is generally eroded and faded. This study analyzed the performance of CNN using LeNet model to recognize the object of year digit found on the relic inscriptions of Majapahit Kingdom. Object recognition with LeNet model had a maximum accuracy of 85.08% at 10 epoch in 6069 seconds. This LeNet's performance was better than the VGG as the comparison model with a maximum accuracy of 11.39% at 10 epoch in 40223 seconds.

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Journal Info
Jurnal Teknologi dan Sistem Komputer
Website

Abbrev

JTSISKOM

Publisher

Universitas Diponegoro

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Jurnal Teknologi dan Sistem Komputer (JTSiskom, e-ISSN: 2338-0403) adalah terbitan berkala online nasional yang diterbitkan oleh Departemen Teknik Sistem Komputer, Universitas Diponegoro, Indonesia. JTSiskom menyediakan media untuk mendiseminasikan hasil-hasil penelitian, pengembangan dan ...