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All Journal Jurnal Ekonomi Manajemen Sistem Informasi
Arjun, Alfath
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Economics, Econometrics & Finance

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Klasifikasi Citra Pada Tingkat Kematangan Buah Pisang Menggunakan Algoritma Deep Learning Arjun, Alfath
Jurnal Ekonomi Manajemen Sistem Informasi Vol. 5 No. 3 (2024): Jurnal Ekonomi Manajemen Sistem Informasi (Januari - Februari 2024)
Publisher : Dinasti Review

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31933/jemsi.v5i3.1786

Abstract

This research aims to classify images to predict banana ripeness based on skin color features using a deep learning algorithm method. The research method used is a quantitative approach, where the population in this study is to collect data by downloading datasets from Mendeley & Kaggle, the dataset taken is 200 images of bananas, namely 100 images of ripe bananas & and 100 images of unripe bananas. The sample selection technique uses classified images through the pre-processing stage, the tomato fruit image will be divided into 2 methods for testing the Self-Organizing Maps Algorithm model, namely 80% training data and 20% testing data
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