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...

Full description

Bibliographic Details
Main Authors: Justine Boulent, Samuel Foucher, Jérôme Théau, Pierre-Luc St-Charles
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-07-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2019.00941/full