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Application of Hyperspectral Technology with Machine Learning for Brix Detection of Pastry Pears

Sugar content is an essential indicator for evaluating crisp pear quality and categorization, being used for fruit quality identification and market sales prediction. In this study, we paired a support vector machine (SVM) algorithm with genetic algorithm optimization to reliably estimate the sugar...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Hongkun Ouyang, Lingling Tang, Jinglong Ma, Tao Pang
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2024-04-01
Schriftenreihe:Plants
Schlagworte:
hyperspectral imaging
crisp pear
sugar content
machine learning
Online-Zugang:https://www.mdpi.com/2223-7747/13/8/1163
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