LeafDPN: An Improved DPN Model for the Identification of Bacterial Blight in Soybean in Natural Environments

LeafDPN: An Improved DPN Model for the Identification of Bacterial Blight in Soybean in Natural Environments

Bacterial blight of soybean (BBS), caused by <i>Pseudomonas syringae</i> pv. <i>glycinea</i>, is one of the most devastating diseases in soybean with significant yield losses ranging from 4% to 40%. The timely detection of BBS is the foundation for disease control. However, t...

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Bibliographic Details
Main Authors: Rui Cong, Ying Xu, Hao Su, Jiaying Zhou, Yuxi Hu, Dawei Xin, Qingshan Chen, Rongsheng Zhu, Shuang Song
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Agronomy
Subjects:
soybean disease
computer vision
convolution neural networks
Dual-Path Network
Vision Transformer
Online Access:https://www.mdpi.com/2073-4395/14/12/3064
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