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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Bibliographic Details
Published in:Front Plant Sci
Main Authors: Mohanty, Sharada P., Hughes, David P., Salathé, Marcel
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2016
Subjects:
Plant Science
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5032846/
https://ncbi.nlm.nih.gov/pubmed/27713752
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpls.2016.01419
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