Weed Identification by Single-Stage and Two-Stage Neural Networks: A Study on the Impact of Image Resizers and Weights Optimization Algorithms

The accurate identification of weeds is an essential step for a site-specific weed management system. In recent years, deep learning (DL) has got rapid advancements to perform complex agricultural tasks. The previous studies emphasized the evaluation of advanced training techniques or modifying the...

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Detalles Bibliográficos
Autores principales: Saleem, Muhammad Hammad, Velayudhan, Kesini Krishnan, Potgieter, Johan, Arif, Khalid Mahmood
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Plant Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9083231/
https://www.ncbi.nlm.nih.gov/pubmed/35548295
http://dx.doi.org/10.3389/fpls.2022.850666

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9083231/
https://www.ncbi.nlm.nih.gov/pubmed/35548295
http://dx.doi.org/10.3389/fpls.2022.850666

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