Weed Detection in Perennial Ryegrass With Deep Learning Convolutional Neural Network

Weed Detection in Perennial Ryegrass With Deep Learning Convolutional Neural Network

Precision herbicide application can substantially reduce herbicide input and weed control cost in turfgrass management systems. Intelligent spot-spraying system predominantly relies on machine vision-based detectors for autonomous weed control. In this work, several deep convolutional neural network...

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Bibliographic Details
Main Authors: Jialin Yu, Arnold W. Schumann, Zhe Cao, Shaun M. Sharpe, Nathan S. Boyd
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Plant Science
Subjects:
artificial intelligence
machine vision
machine learning
precision herbicide application
weed control
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2019.01422/full

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