Potato late blight leaf detection in complex environments

Potato late blight leaf detection in complex environments

Abstract Potato late blight is a common disease affecting crops worldwide. To help detect this disease in complex environments, an improved YOLOv5 algorithm is proposed. First, ShuffleNetV2 is used as the backbone network to reduce the number of parameters and computational load, making the model mo...

Full description

Saved in:
Bibliographic Details
Main Authors: Jingtao Li, Jiawei Wu, Rui Liu, Guofeng Shu, Xia Liu, Kun Zhu, Changyi Wang, Tong Zhu
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Potato late blight
Disease leaf detection
Lightweight network
Attention mechanism
Online Access:https://doi.org/10.1038/s41598-024-82272-3
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s41598-024-82272-3

Similar Items