Can Deep Learning Identify Tomato Leaf Disease?

This paper applies deep convolutional neural network (CNN) to identify tomato leaf disease by transfer learning. AlexNet, GoogLeNet, and ResNet were used as backbone of the CNN. The best combined model was utilized to change the structure, aiming at exploring the performance of full training and fin...

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Bibliographic Details
Main Authors: Keke Zhang, Qiufeng Wu, Anwang Liu, Xiangyan Meng
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Advances in Multimedia
Online Access:http://dx.doi.org/10.1155/2018/6710865