Identification of different species of Zanthoxyli Pericarpium based on convolution neural network

Chaoqun Tan; Chong Wu; Yongliang Huang; Chunjie Wu; Hu Chen

doi:10.1371/journal.pone.0230287

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Open Access

Peer-reviewed

Research Article

Identification of different species of Zanthoxyli Pericarpium based on convolution neural network

Chaoqun Tan,

Roles Writing – original draft

Affiliations National Key Laboratory of Fundamental Science on Synthetic Vision, College of Computer Science, Sichuan University, Chengdu, China, College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China
⨯
Chong Wu,

Roles Methodology, Software

Affiliation National Key Laboratory of Fundamental Science on Synthetic Vision, College of Computer Science, Sichuan University, Chengdu, China
⨯
Yongliang Huang,

Roles Funding acquisition

Affiliation Affiliated Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
⨯
Chunjie Wu,

Roles Funding acquisition, Methodology

Affiliation College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China
⨯
Hu Chen

Roles Funding acquisition, Methodology

* E-mail: huchen@scu.edu.cn

Affiliation National Key Laboratory of Fundamental Science on Synthetic Vision, College of Computer Science, Sichuan University, Chengdu, China

http://orcid.org/0000-0001-9300-6572

⨯

Identification of different species of Zanthoxyli Pericarpium based on convolution neural network

Chaoqun Tan,
Chong Wu,
Yongliang Huang,
Chunjie Wu,
Hu Chen

Published: April 13, 2020
https://doi.org/10.1371/journal.pone.0230287

About the Authors

Chaoqun Tan

Roles Writing – original draft

Affiliations National Key Laboratory of Fundamental Science on Synthetic Vision, College of Computer Science, Sichuan University, Chengdu, China, College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China

Chong Wu

Roles Methodology, Software

Affiliation National Key Laboratory of Fundamental Science on Synthetic Vision, College of Computer Science, Sichuan University, Chengdu, China

Yongliang Huang

Roles Funding acquisition

Affiliation Affiliated Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China

Chunjie Wu

Roles Funding acquisition, Methodology

Affiliation College of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China

Hu Chen

Roles Funding acquisition, Methodology

* E-mail: huchen@scu.edu.cn

Affiliation National Key Laboratory of Fundamental Science on Synthetic Vision, College of Computer Science, Sichuan University, Chengdu, China

http://orcid.org/0000-0001-9300-6572

Competing Interests

The authors have declared that no competing interests exist.

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Preprocessing
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Imaging techniques
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Convolution
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Machine learning algorithms
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Machine learning
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Cell cycle and cell division
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Deep learning
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Neural networks
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