Identification of Crown of Thorns Starfish (COTS) using Convolutional Neural Network (CNN) and attention model

Maleika Heenaye- Mamode Khan; Anjana Makoonlall; Nadeem Nazurally; Zahra Mungloo- Dilmohamud

doi:10.1371/journal.pone.0283121

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Peer-reviewed

Research Article

Identification of Crown of Thorns Starfish (COTS) using Convolutional Neural Network (CNN) and attention model

Maleika Heenaye- Mamode Khan ,

Contributed equally to this work with: Maleika Heenaye- Mamode Khan, Anjana Makoonlall, Nadeem Nazurally, Zahra Mungloo- Dilmohamud

Roles Conceptualization, Formal analysis, Investigation, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: m.mamodekhan@uom.ac.mu

Affiliation Department of Software and Information Systems, Faculty of Information, Communication and Digital Technologies, University of Mauritius, Reduit, Mauritius

https://orcid.org/0000-0001-9299-1152

⨯
Anjana Makoonlall ,

Contributed equally to this work with: Maleika Heenaye- Mamode Khan, Anjana Makoonlall, Nadeem Nazurally, Zahra Mungloo- Dilmohamud

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Software and Information Systems, Faculty of Information, Communication and Digital Technologies, University of Mauritius, Reduit, Mauritius
⨯
Nadeem Nazurally ,

Contributed equally to this work with: Maleika Heenaye- Mamode Khan, Anjana Makoonlall, Nadeem Nazurally, Zahra Mungloo- Dilmohamud

Roles Data curation, Investigation, Resources, Writing – original draft, Writing – review & editing

Affiliation Department of Agricultural and Food Science, Faculty of Agriculture, University of Mauritius, Reduit, Mauritius
⨯
Zahra Mungloo- Dilmohamud

Contributed equally to this work with: Maleika Heenaye- Mamode Khan, Anjana Makoonlall, Nadeem Nazurally, Zahra Mungloo- Dilmohamud

Roles Formal analysis, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Digital Technologies, Faculty of Information, Communication and Digital Technologies, University of Mauritius, Reduit, Mauritius
⨯

Identification of Crown of Thorns Starfish (COTS) using Convolutional Neural Network (CNN) and attention model

Maleika Heenaye- Mamode Khan,
Anjana Makoonlall,
Nadeem Nazurally,
Zahra Mungloo- Dilmohamud

Published: April 5, 2023
https://doi.org/10.1371/journal.pone.0283121

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