Improvement of the YOLOv5 Model in the Optimization of the Brown Spot Disease Recognition Algorithm of Kidney Bean

Improvement of the YOLOv5 Model in the Optimization of the Brown Spot Disease Recognition Algorithm of Kidney Bean

The kidney bean is an important cash crop whose growth and yield are severely affected by brown spot disease. Traditional target detection models cannot effectively screen out key features, resulting in model overfitting and weak generalization ability. In this study, a Bi-Directional Feature Pyrami...

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Bibliographic Details
Main Authors: Pengyan Su, Hao Li, Xiaoyun Wang, Qianyu Wang, Bokun Hao, Meichen Feng, Xinkai Sun, Zhongyu Yang, Binghan Jing, Chao Wang, Mingxing Qin, Xiaoyan Song, Lujie Xiao, Jingjing Sun, Meijun Zhang, Wude Yang
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Plants
Subjects:
kidney bean brown spot
disease detection
YOLOv5-SE-BiFPN
feature fusion
attention mechanism
Online Access:https://www.mdpi.com/2223-7747/12/21/3765

Internet

https://www.mdpi.com/2223-7747/12/21/3765

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