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Overcoming field variability: unsupervised domain adaptation for enhanced crop-weed recognition in diverse farmlands

Recent developments in deep learning-based automatic weeding systems have shown promise for unmanned weed eradication. However, accurately distinguishing between crops and weeds in varying field conditions remains a challenge for these systems, as performance deteriorates when applied to new or diff...

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Detalles Bibliográficos
Autores principales: Ilyas, Talha, Lee, Jonghoon, Won, Okjae, Jeong, Yongchae, Kim, Hyongsuk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10445656/
https://www.ncbi.nlm.nih.gov/pubmed/37621880
http://dx.doi.org/10.3389/fpls.2023.1234616