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Automatic Image-Based Plant Disease Severity Estimation Using Deep Learning

Automatic and accurate estimation of disease severity is essential for food security, disease management, and yield loss prediction. Deep learning, the latest breakthrough in computer vision, is promising for fine-grained disease severity classification, as the method avoids the labor-intensive feat...

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Detalles Bibliográficos
Autores principales: Wang, Guan, Sun, Yu, Wang, Jianxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5516765/
https://www.ncbi.nlm.nih.gov/pubmed/28757863
http://dx.doi.org/10.1155/2017/2917536