Color-based Classification of Dried Cocoa Beans from Various Origins of Indonesia by Image Analysis Using AlexNet and ResNet Architecture-Convolutional Neural Networks

Color-based Classification of Dried Cocoa Beans from Various Origins of Indonesia by Image Analysis Using AlexNet and ResNet Architecture-Convolutional Neural Networks

Cocoa plant is widely cultivated in Indonesia and spread across various regions. Diversity in geographical conditions has been known to significantly affect the quality of cocoa beans. Practically, cocoa beans are often mixed without considering the variation in the quality and its origin. This res...

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Bibliographic Details
Main Authors: Wahyu Kristianingsih, Bambang Dwi Argo, Misnawi Jati, Noor Ariefandie Febrianto, Yusuf Hendrawan, Mochamad Bagus Hermanto, Bagus Rahmatullah
Format: Article
Language:English
Published: Indonesian Coffee and Cocoa Research Institute 2024-12-01
Series:Coffee and Cocoa Research Journal
Subjects:
sortation
grading
deep learning
non-destructive
artificial intelligence
Online Access:https://www.ccrjournal.com/index.php/ccrj/article/view/638
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