Automatic Lettuce Weed Detection and Classification Based on Optimized Convolutional Neural Networks for Robotic Weed Control

Automatic Lettuce Weed Detection and Classification Based on Optimized Convolutional Neural Networks for Robotic Weed Control

Weed management plays a crucial role in the growth and yield of lettuce, with timely and effective weed control significantly enhancing production. However, the increasing labor costs and the detrimental environmental impact of chemical herbicides have posed serious challenges to the development of...

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Bibliographic Details
Main Authors: Chang-Tao Zhao, Rui-Feng Wang, Yu-Hao Tu, Xiao-Xu Pang, Wen-Hao Su
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Agronomy
Subjects:
YOLOv8
deep learning
attention mechanism
precision agriculture
weed control
Online Access:https://www.mdpi.com/2073-4395/14/12/2838
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