Plant Disease Recognition Model Based on Improved YOLOv5

Plant Disease Recognition Model Based on Improved YOLOv5

To accurately recognize plant diseases under complex natural conditions, an improved plant disease-recognition model based on the original YOLOv5 network model was established. First, a new InvolutionBottleneck module was used to reduce the numbers of parameters and calculations, and to capture long...

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Bibliographic Details
Main Authors: Zhaoyi Chen, Ruhui Wu, Yiyan Lin, Chuyu Li, Siyu Chen, Zhineng Yuan, Shiwei Chen, Xiangjun Zou
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Agronomy
Subjects:
plant diseases recognition
YOLOv5
InvolutionBottleneck
SE module
EIOU
Online Access:https://www.mdpi.com/2073-4395/12/2/365

Internet

https://www.mdpi.com/2073-4395/12/2/365

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