KALBISIANA Jurnal Sains, Bisnis dan Teknologi
Vol. 10 No. 2 (2024): Kalbisiana

Pengembangan Aplikasi Klasifikasi Tingkat Kematangan Buah Apel Berdasarkan Warna Kulit Buah Apel dengan Metode Convolutional Neural Network

Hizkia Natanael Rusli (Institut Teknologi dan Bisnis Kalbis)

Article Info

Publish Date
26 Jun 2024

Abstract

This study aims to develop an image classification application for the ripeness level of apples using the Convolutional Neural Network method to group image data so that it can assist in determining the ripeness of apples. The dataset used is an image of unripe, ripe, and rotten apples. The data will be trained to obtain accuracy to determine the level of ripeness of apples. In this study, the accuracy was 96% for 20 epochs and 98% for 40 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 ...