Lightweight Network for Corn Leaf Disease Identification Based on Improved YOLO v8s

Lightweight Network for Corn Leaf Disease Identification Based on Improved YOLO v8s

This research tackles the intricate challenges of detecting densely distributed maize leaf diseases and the constraints inherent in YOLO-based detection algorithms. It introduces the GhostNet_Triplet_YOLOv8s algorithm, enhancing YOLO v8s by integrating the lightweight GhostNet (Ghost Convolutional N...

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Bibliographic Details
Main Authors: Rujia Li, Yadong Li, Weibo Qin, Arzlan Abbas, Shuang Li, Rongbiao Ji, Yehui Wu, Yiting He, Jianping Yang
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Agriculture
Subjects:
corn leaf disease
ECIoU_Loss
GhostNet networks
Triplet Attention
WeChatlets
YOLO v8s
Online Access:https://www.mdpi.com/2077-0472/14/2/220

Internet

https://www.mdpi.com/2077-0472/14/2/220

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