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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...
Autores principales: | Karam, Christophe, Awad, Mariette, Abou Jawdah, Yusuf, Ezzeddine, Nour, Fardoun, Aya |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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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 |
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