Apple leaf disease recognition method based on Siamese dilated Inception network with less training samples

Computers and Electronics in Agriculture（2023）

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摘要

•Dilated Inception convolution module is introduced into AlexNet to construct two subnetworks of Siamese network.•SDINet is exploited to improve apple disease recognition results using a small number of training images.•A large number of experiments are conducted to validate the performance of SDINet.

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关键词

Apple leaf disease recognition,Siamese network,Convolutional neural networks (CNNs),Inception,Siamese dilated Inception network (SDINet)

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