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Botany Letters Volume 165, 2018 - Issue 3-4: Herbarium-based science in the twenty-first century
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Articles

Taxon and trait recognition from digitized herbarium specimens using deep convolutional neural networks

Sohaib YounisData and Modelling Centre, Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany;Department of Mathematics and Computer Science, University of Marburg, Marburg, GermanyCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0001-9171-783X
ORCID Icon,
Claus WeilandData and Modelling Centre, Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, GermanyORCID Iconhttp://orcid.org/0000-0003-0351-6523
ORCID Icon,
Robert HoehndorfComputer, Electrical and Mathematical Sciences and Engineering Division, Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi ArabiaORCID Iconhttp://orcid.org/0000-0001-8149-5890
ORCID Icon,
Stefan DresslerDepartment of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt am Main, Germany
,
Thomas HicklerData and Modelling Centre, Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany;Department of Physical Geography, Goethe University, Frankfurt am Main, GermanyORCID Iconhttp://orcid.org/0000-0002-4668-7552
ORCID Icon,
Bernhard SeegerDepartment of Mathematics and Computer Science, University of Marburg, Marburg, Germany
&
Marco SchmidtData and Modelling Centre, Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany;Palmengarten der Stadt Frankfurt am Main, Frankfurt am Main, Germany;Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt am Main, GermanyORCID Iconhttp://orcid.org/0000-0001-6087-6117
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Pages 377-383 | Received 08 Dec 2017, Accepted 20 Feb 2018, Published online: 13 Mar 2018

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Muhammad Asim, Saleem Ullah, Abdul Razzaq & Salman Qadri. (2023) Varietal Discrimination of Guava (Psidium Guajava) Leaves Using Multi Features Analysis. International Journal of Food Properties 26:1, pages 179-196.
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Guillaume Besnard, Myriam Gaudeul, Sébastien Lavergne, Serge Muller, Germinal Rouhan, Alexander P. Sukhorukov, Alain Vanderpoorten & Florian Jabbour. (2018) Herbarium-based science in the twenty-first century. Botany Letters 165:3-4, pages 323-327.
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