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High-Performance Deep Neural Network-Based Tomato Plant Diseases and Pests Diagnosis System With Refinement Filter Bank

A fundamental problem that confronts deep neural networks is the requirement of a large amount of data for a system to be efficient in complex applications. Promising results of this problem are made possible through the use of techniques such as data augmentation or transfer learning of pre-trained...

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Detalles Bibliográficos
Autores principales: Fuentes, Alvaro F., Yoon, Sook, Lee, Jaesu, Park, Dong Sun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6124392/
https://www.ncbi.nlm.nih.gov/pubmed/30210509
http://dx.doi.org/10.3389/fpls.2018.01162