Identification of Maize Leaf Diseases Using Improved Deep Convolutional Neural Networks

Zhang, Xihai; Qiao, Yue; Meng, Fanfeng; Fan, Chengguo; Zhang, Mingming

doi:10.1109/access.2018.2844405

Public

Identification of Maize Leaf Diseases Using Improved Deep Convolutional Neural Networks

Published in IEEE Access • Jan 1, 2018

Authors:

Xihai Zhang

Yue Qiao

Fanfeng Meng

Abstract

In the field of agricultural information, the automatic identification and diagnosis of maize leaf diseases is highly desired. To improve the identification accuracy of maize leaf diseases and reduce the number of network parameters, the improved GoogLeNet and Cifar10 models based on deep learning a...

Subject

Dropout (neural networks)

Artificial intelligence

Computer science

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