An Intelligent Field Monitoring System Based on Enhanced YOLO-RMD Architecture for Real-Time Rice Pest Detection and Management

An Intelligent Field Monitoring System Based on Enhanced YOLO-RMD Architecture for Real-Time Rice Pest Detection and Management

This study presents a comprehensive solution for precise and timely pest monitoring in field environments through the development of an advanced rice pest detection system based on the YOLO-RMD model. Addressing critical challenges in real-time detection accuracy and environmental adaptability, the...

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Bibliographic Details
Main Authors: Jiangdong Yin, Jun Zhu, Gang Chen, Lihua Jiang, Huanhuan Zhan, Haidong Deng, Yongbing Long, Yubin Lan, Binfang Wu, Haitao Xu
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Agriculture
Subjects:
rice pests
multi-scale detection
RFAConv
MLCA
DyHead
Online Access:https://www.mdpi.com/2077-0472/15/8/798
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