Artificial vision models for the identification of Mediterranean flora: An analysis in four ecosystems

Parminder Kaur; Anna Grassi; Federica Bonini; Barbara Valle; Marina Serena Borgatti; Giovanni Rivieccio; Agnese Denaro; Leopoldo de Simone; Emanuele Fanfarillo; Paolo Remagnino

doi:10.1371/journal.pone.0327969

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Open Access

Peer-reviewed

Research Article

Artificial vision models for the identification of Mediterranean flora: An analysis in four ecosystems

Parminder Kaur ,

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

* E-mail: parminder.kaur@durham.ac.uk

Affiliation Department of Computer Science, Durham University, Durham, United Kingdom

https://orcid.org/0000-0002-1306-3137

⨯
Anna Grassi,

Roles Data curation

Affiliation Department of Agricultural, Food and Environmental Sciences, University of Perugia, Perugia, Italy
⨯
Federica Bonini,

Roles Data curation

Affiliation Department of Agricultural, Food and Environmental Sciences, University of Perugia, Perugia, Italy
⨯
Barbara Valle,

Roles Data curation

Affiliations NBFC, National Biodiversity Future Center, Palermo, Italy, Department of Life Sciences, Università Degli Studi di Siena, Siena, Italy, Department of Biosciences, Università Degli Studi di Milano, Milano, Italy
⨯
Marina Serena Borgatti,

Roles Data curation

Affiliation Department of Biosciences, Università Degli Studi di Milano, Milano, Italy
⨯
Giovanni Rivieccio,

Roles Data curation

Affiliation Department of Chemical, Physical, Mathematical and Natural Sciences, Università di Sassari, Sassari, Italy
⨯
Agnese Denaro,

Roles Data curation

Affiliations Department of Chemical, Physical, Mathematical and Natural Sciences, Università di Sassari, Sassari, Italy, Department of Agricultural Sciences, University of Sassari, Sassari, Italy
⨯
Leopoldo de Simone,

Roles Data curation

Affiliation Department of Life Sciences, Università Degli Studi di Siena, Siena, Italy
⨯
Emanuele Fanfarillo,

Roles Data curation

Affiliations NBFC, National Biodiversity Future Center, Palermo, Italy, Department of Life Sciences, Università Degli Studi di Siena, Siena, Italy
⨯
Paolo Remagnino

Roles Funding acquisition, Investigation, Project administration, Supervision, Writing – review & editing

Affiliation Department of Computer Science, Durham University, Durham, United Kingdom
⨯

Artificial vision models for the identification of Mediterranean flora: An analysis in four ecosystems

Parminder Kaur,
Anna Grassi,
Federica Bonini,
Barbara Valle,
Marina Serena Borgatti,
Giovanni Rivieccio,
Agnese Denaro,
Leopoldo de Simone,
Emanuele Fanfarillo,
Paolo Remagnino

Published: September 5, 2025
https://doi.org/10.1371/journal.pone.0327969

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