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Convolutional Neural Networks for the Automatic Identification of Plant Diseases

Deep learning techniques, and in particular Convolutional Neural Networks (CNNs), have led to significant progress in image processing. Since 2016, many applications for the automatic identification of crop diseases have been developed. These applications could serve as a basis for the development o...

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Bibliografiske detaljer
Udgivet i:Front Plant Sci
Main Authors: Boulent, Justine, Foucher, Samuel, Théau, Jérôme, St-Charles, Pierre-Luc
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6664047/
https://ncbi.nlm.nih.gov/pubmed/31396250
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpls.2019.00941
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