Improved YOLOv4 recognition algorithm for pitaya based on coordinate attention and combinational convolution

Improved YOLOv4 recognition algorithm for pitaya based on coordinate attention and combinational convolution

Accurate recognition method of pitaya in natural environment provides technical support for automatic picking. Aiming at the intricate spatial position relationship between pitaya fruits and branches, a pitaya recognition method based on improved YOLOv4 was proposed. GhostNet feature extraction netw...

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Bibliographic Details
Main Authors: Fu Zhang, Weihua Cao, Shunqing Wang, Xiahua Cui, Ning Yang, Xinyue Wang, Xiaodong Zhang, Sanling Fu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Plant Science
Subjects:
improved YOLOv4
GhostNet
coordinate attention
improved combinational convolution module
target recognition
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.1030021/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.1030021/full

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