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GAN-based semi-automated augmentation online tool for agricultural pest detection: A case study on whiteflies

Deep neural networks can be used to diagnose and detect plant diseases, helping to avoid the plant health-related crop production losses ranging from 20 to 50% annually. However, the data collection and annotation required to achieve high accuracies can be expensive and sometimes very difficult to o...

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Detalles Bibliográficos
Autores principales: Karam, Christophe, Awad, Mariette, Abou Jawdah, Yusuf, Ezzeddine, Nour, Fardoun, Aya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523729/
https://www.ncbi.nlm.nih.gov/pubmed/36186035
http://dx.doi.org/10.3389/fpls.2022.813050