Design and Implementation of an Intelligent Pest Status Monitoring System for Farmland

Design and Implementation of an Intelligent Pest Status Monitoring System for Farmland

This study proposes an intelligent agricultural pest monitoring system that integrates mechanical control with deep learning to address issues in traditional systems, such as pest accumulation interference, image contrast degradation under complex lighting, and poor balance between model accuracy an...

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Bibliographic Details
Main Authors: Xinyu Yuan, Zeshen He, Caojun Huang
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Agronomy
Subjects:
pest monitoring system
YOLOv5
edge computing
machine vision
image detection
Online Access:https://www.mdpi.com/2073-4395/15/5/1214
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