Automatic recognition of strawberry diseases and pests using convolutional neural network

Automatic recognition of strawberry diseases and pests using convolutional neural network

In this study, convolutional neural network (CNN) was used to classify and recognize the strawberry diseases and pests which cause tremendous economic losses for farmers. Based on AlexNet, the goal of this paper is to improve the recognition algorithm of strawberry diseases and pests by using the fo...

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Bibliographic Details
Main Authors: Cheng Dong, Zhiwang Zhang, Jun Yue, Li Zhou
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Smart Agricultural Technology
Subjects:
Image Recognition
Deep Learning
Convolutional Neural Network
Transfer Learning
Strawberry Diseases and Pests
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375521000095

Internet

http://www.sciencedirect.com/science/article/pii/S2772375521000095

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