Tomato Leaf Disease Recognition via Optimizing Deep Learning Methods Considering Global Pixel Value Distribution

In image classification of tomato leaf diseases based on deep learning, models often focus on features such as edges, stems, backgrounds, and shadows of the experimental samples, while ignoring the features of the disease area, resulting in weak generalization ability. In this study, a self-attentio...

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Bibliographic Details
Main Authors: Zheng Li, Weijie Tao, Jianlei Liu, Fenghua Zhu, Guangyue Du, Guanggang Ji
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Horticulturae
Subjects:
Online Access:https://www.mdpi.com/2311-7524/9/9/1034