A lightweight weed detection model for cotton fields based on an improved YOLOv8n

Abstract In modern agriculture, the proliferation of weeds in cotton fields poses a significant threat to the healthy growth and yield of crops. Therefore, efficient detection and control of cotton field weeds are of paramount importance. In recent years, deep learning models have shown great potent...

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Bibliographic Details
Main Authors: Jun Wang, Zhengyuan Qi, Yanlong Wang, Yanyang Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-84748-8
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