JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI
Vol 10 No 1 (2023): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)

Permainan INGBAS (Gunting, Batu, Kertas) Menggunakan Arsitektur Convolutional Neural Network

muhammad haviz irfani (Unknown)

Article Info

Publish Date
15 Mar 2023

Abstract

In this research, an image classification model was developed to distinguish hand objects display scissors, rock, and paper using one of the image classification methods in the form of a Convolutional Neural Network (CNN). There are eight steps involved in determining the legibility of an image when an image file is recognized by uploading it from the computer's internal storage. The eight stages are source data retrieval, INGBAS data categorization, data visualization, import library using the Convolutional Neural Network (CNN) algorithm, data training, data accuracy and validation, image prediction, and conclusions. Based on the testing in this study, the average value of accuracy is 90%.

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Journal Info
JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI
Website

Abbrev

jatisi

Publisher

STMIK Global Informatika MDP

Subject

Computer Science & IT

Description

JATISI bekerja sama dengan IndoCEISS dalam pengelolaannya. IndoCEISS merupakan wadah bagi para ilmuwan, praktisi, pendidik, dan penggemar dalam bidang komputer, elektronika, dan instrumentasi yang menaruh minat untuk memajukan bidang tersebut di Indonesia. JATISI diterbitkan 2 kali dalam setahun ...