Style-Consistent Image Translation: A Novel Data Augmentation Paradigm to Improve Plant Disease Recognition

Deep learning shows its advantages and potentials in plant disease recognition and has witnessed a profound development in recent years. To obtain a competing performance with a deep learning algorithm, enough amount of annotated data is requested but in the natural world, scarce or imbalanced data...

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Detalles Bibliográficos
Autores principales: Xu, Mingle, Yoon, Sook, Fuentes, Alvaro, Yang, Jucheng, Park, Dong Sun
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/PMC8858820/
https://www.ncbi.nlm.nih.gov/pubmed/35197989
http://dx.doi.org/10.3389/fpls.2021.773142

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8858820/
https://www.ncbi.nlm.nih.gov/pubmed/35197989
http://dx.doi.org/10.3389/fpls.2021.773142

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