Journal of Applied Engineering and Technological Science (JAETS)
Vol. 4 No. 1 (2022): Journal of Applied Engineering and Technological Science (JAETS)

Health Detection of Betal Leaves Using Self-Organizing Map and Thresholding Algorithm

Dadang Iskandar Mulyana` (Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika)
Ahmad Saepudin (STIKOM CKI)
Mesra Betty Yel (Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika)

Article Info

Publish Date
18 Sep 2022

Abstract

Betel leaf is one of the plants that is widely used as a natural or traditional medicine by the community, natural treatment with the use of plants is relatively safer. But there is a problem when we choose healthy betel leaves because of our mistakes in choosing which betel leaves are healthy and which are not. With this research the authors aim to detect healthy and sick betel leaves using data collection. Feature extraction used is the value of Red, Green, and Blue (RGB) and Hue, Saturation, and Value (HSV) to get the characteristics of the color image. Then the results of the feature extraction are used to classify the health of green betel leaves using the Self-Organizing Maps method. The green betel leaf data used is 1500 images for train data and 450 images for testing data are image test data, test data that produces an evaluation value with an accuracy value of 97.20% on the Self-Organizing Maps method.

Copyrights © 2022




Citation Download
RIS
EndNote, Reference Manager, ProCite
BibTex
Latex, Jabref
Full PDF
551.664 KB
Original Source
Download Original
Google Scholar
Check in Google Scholar
Journal Info
Journal of Applied Engineering and Technological Science (JAETS)
Website

Abbrev

jaets

Publisher

Yayasan Pendidikan Riset dan Pengembangan Intelektual

Subject

Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Industrial & Manufacturing Engineering

Description

Journal of Applied Engineering and Technological Science (JAETS) is published by Yayasan Pendidikan Riset dan Pengembangan Intelektual (YRPI), Pekanbaru, Indonesia. It is academic, online, open access, peer reviewed international journal. It aims to publish original, theoretical and practical ...