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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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Detalles Bibliográficos
Autores principales: Yu, Jialin, Schumann, Arnold W., Cao, Zhe, Sharpe, Shaun M., Boyd, Nathan S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6836412/
https://www.ncbi.nlm.nih.gov/pubmed/31737026
http://dx.doi.org/10.3389/fpls.2019.01422