A Diffusion-Based Detection Model for Accurate Soybean Disease Identification in Smart Agricultural Environments

A Diffusion-Based Detection Model for Accurate Soybean Disease Identification in Smart Agricultural Environments

Accurate detection of soybean diseases is a critical component in achieving intelligent agricultural management. However, traditional methods often underperform in complex field scenarios. This paper proposes a diffusion-based object detection model that integrates the endogenous diffusion sub-netwo...

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Bibliographic Details
Main Authors: Jiaxin Yin, Weixia Li, Junhong Shen, Chaoyu Zhou, Siqi Li, Jingchao Suo, Jujing Yang, Ruiqi Jia, Chunli Lv
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Plants
Subjects:
soybean disease detection
endogenous diffusion sub-network
multi-task optimization
deep learning
precision agriculture
Online Access:https://www.mdpi.com/2223-7747/14/5/675
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