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Using Deep Learning for Image-Based Plant Disease Detection

Crop diseases are a major threat to food security, but their rapid identification remains difficult in many parts of the world due to the lack of the necessary infrastructure. The combination of increasing global smartphone penetration and recent advances in computer vision made possible by deep lea...

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Detalles Bibliográficos
Autores principales: Mohanty, Sharada P., Hughes, David P., Salathé, Marcel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5032846/
https://www.ncbi.nlm.nih.gov/pubmed/27713752
http://dx.doi.org/10.3389/fpls.2016.01419