KALBISIANA Jurnal Sains, Bisnis dan Teknologi
Vol. 8 No. 2 (2022): Kalbisiana

Pengembangan Perangkat Lunak Untuk Pengelompokkan Tumbuhan Berdasarkan Citra Digital Daun Menggunakan CNN

Chelsea Oktaviany (Institut Teknologi dan Bisnis Kalbis)

Article Info

Publish Date
26 Jul 2022

Abstract

This study aims to develop software to classify plants based on digital images of leaves, the data is used as training data is 222 data which is divided into 4 data groups. While the testing data is used in this study is 45 data. The method is used in this study is Convolutional Neural Network which is applied using Tensorflow Keras. From results of the study, algorithm produces an accuracy value of 20% on testing data and 96.29% on training data with 50 epochs.

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Journal Info
KALBISIANA Jurnal Sains, Bisnis dan Teknologi
Website

Abbrev

kalbisiana

Publisher

UNIVERSITAS KALBIS

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Industrial & Manufacturing Engineering Social Sciences

Description

KALBISIANA Jurnal Sains, Bisnis dan Teknologi adalah jurnal akses terbuka akademik yang bertujuan untuk mempromosikan integrasi sains, bisnis dan teknologi. Fokusnya adalah menerbitkan makalah tentang sains, bisnis dan teknologi. Makalah yang dikirimkan akan ditinjau oleh komite teknis jurnal. Semua ...