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Fine-grained weed recognition using Swin Transformer and two-stage transfer learning

Weeding is very critical for agriculture due to its importance for reducing crop yield loss. Accurate recognition of weed species is one of the major challenges for achieving automatic and precise weeding. To improve the recognition performance of weeds and crops with similar visual characteristics,...

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Detalles Bibliográficos
Autores principales: Wang, Yecheng, Zhang, Shuangqing, Dai, Baisheng, Yang, Sensen, Song, Haochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040655/
https://www.ncbi.nlm.nih.gov/pubmed/36993854
http://dx.doi.org/10.3389/fpls.2023.1134932