YOLOv8s-CGF: a lightweight model for wheat ear Fusarium head blight detection

YOLOv8s-CGF: a lightweight model for wheat ear Fusarium head blight detection

Fusarium head blight (FHB) is a destructive disease that affects wheat production. Detecting FHB accurately and rapidly is crucial for improving wheat yield. Traditional models are difficult to apply to mobile devices due to large parameters, high computation, and resource requirements. Therefore, t...

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Bibliographic Details
Main Authors: Chengkai Yang, Xiaoyun Sun, Jian Wang, Haiyan Lv, Ping Dong, Lei Xi, Lei Shi
Format: Article
Language:English
Published: PeerJ Inc. 2024-03-01
Series:PeerJ Computer Science
Subjects:
Fusarium head blight
YOLOv8s
Image recognition
Lightweight model
Loss function
Online Access:https://peerj.com/articles/cs-1948.pdf

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