Maize Leaf Disease Identification Based on YOLOv5n Algorithm Incorporating Attention Mechanism

Maize diseases are reported to occur often, and are complicated and difficult to control, which seriously affects the yield and quality of maize. This paper proposes an improved YOLOv5n model incorporating a CA (Coordinate Attention) mechanism and STR (Swin Transformer) detection head, CTR_YOLOv5n,...

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Bibliographic Details
Main Authors: Li Ma, Qiwen Yu, Helong Yu, Jian Zhang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/13/2/521