Identification of plant disease images via a squeeze‐and‐excitation MobileNet model and twice transfer learning

Abstract Crop diseases have a devastating effect on agricultural production, and serious diseases can lead to harvest failure entirely. Recent developments in deep learning have greatly improved the accuracy of image identification. In this study, we investigated the transfer learning of deep convol...

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Bibliographic Details
Main Authors: Junde Chen, Defu Zhang, Md Suzauddola, Yaser Ahangari Nanehkaran, Yuandong Sun
Format: Article
Language:English
Published: Wiley 2021-04-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.12090