Accurate Prediction of Tea Catechin Content with Near-Infrared Spectroscopy by Deep Learning Based on Channel and Spatial Attention Mechanisms

The assessment of catechin content stands as a pivotal determinant of tea quality. In tea production and quality grading, the development of accurate and non-destructive techniques for the accurate prediction of various catechin content is paramount. Near-infrared spectroscopy (NIRS) has emerged as...

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Bibliographic Details
Main Authors: Mingzan Zhang, Tuo Zhang, Yuan Wang, Xueyi Duan, Lulu Pu, Yuan Zhang, Qin Li, Yabing Liu
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Chemosensors
Subjects:
Online Access:https://www.mdpi.com/2227-9040/12/9/184