Coffee Beans Classification Using Convolutional Neural Networks Based On Extraction Value Analysis In Grayscale Color Space

Coffee Beans Classification Using Convolutional Neural Networks Based On Extraction Value Analysis In Grayscale Color Space

Coffee is a vital agricultural commodity, and precise classification of coffee beans is crucial for quality assessment and agricultural practices. In this study, we propose a methodology utilizing Convolutional Neural Networks (CNN) based on ResNet-101 architecture for coffee bean classification. Th...

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Manylion Llyfryddiaeth
Prif Awduron: Bagus Raffi Santoso, Christy Atika Sari, Eko Hari Rachmawanto
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Politeknik Negeri Batam 2025-01-01
Cyfres:Journal of Applied Informatics and Computing
Pynciau:
coffee beans
convolutional neural networks
image classification
image extraction
resnet-101
Mynediad Ar-lein:https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/8916

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https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/8916

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