Application of Machine Learning to Assess the Quality of Food Products—Case Study: Coffee Bean

Application of Machine Learning to Assess the Quality of Food Products—Case Study: Coffee Bean

Modern machine learning methods were used to automate and improve the determination of an effective quality index for coffee beans. Machine learning algorithms can effectively recognize various anomalies, among others factors, occurring in a food product. The procedure for preparing the machine lear...

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Bibliographic Details
Main Authors: Krzysztof Przybył, Marzena Gawrysiak-Witulska, Paulina Bielska, Robert Rusinek, Marek Gancarz, Bohdan Dobrzański, Aleksander Siger
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Applied Sciences
Subjects:
artificial intelligence
deep learning
convolutional neural networks (CNNs)
coffee bean
Online Access:https://www.mdpi.com/2076-3417/13/19/10786

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