Image-based taxonomic classification of bulk biodiversity samples using deep learning and domain adaptation

Tomochika Fujisawa; Víctor Noguerales; Emmanouil Meramveliotakis; Anna Papadopoulou; Alfried P. Vogler

doi:10.1101/2021.12.22.473797

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Image-based taxonomic classification of bulk biodiversity samples using deep learning and domain adaptation

View ORCID ProfileTomochika Fujisawa, View ORCID ProfileVíctor Noguerales, View ORCID ProfileEmmanouil Meramveliotakis, View ORCID ProfileAnna Papadopoulou, View ORCID ProfileAlfried P. Vogler

doi: https://doi.org/10.1101/2021.12.22.473797

Tomochika Fujisawa

1The Center for Data Science Education and Research, Shiga University, 1-1-1 Banba, Hikone, Shiga 522-8522, Japan

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ORCID record for Tomochika Fujisawa
For correspondence: t.fujisawa05@gmail.com victor.noguerales@csic.es

Víctor Noguerales

2Department of Biological Sciences, University of Cyprus, PO Box 20537, Nicosia 1678, Cyprus

3Instituto de Productos Naturales y Agrobiología (IPNA-CSIC), Astrofísico Francisco Sánchez 3, 38206, San Cristóbal de La Laguna, Tenerife, Canary Islands, Spain

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For correspondence: t.fujisawa05@gmail.com victor.noguerales@csic.es

Emmanouil Meramveliotakis

2Department of Biological Sciences, University of Cyprus, PO Box 20537, Nicosia 1678, Cyprus

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Anna Papadopoulou

2Department of Biological Sciences, University of Cyprus, PO Box 20537, Nicosia 1678, Cyprus

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Alfried P. Vogler

4Department of Life Sciences, Natural History Museum, Cromwell Rd, London, SW7 5BD, UK

5Department of Life Sciences, Silwood Park Campus, Imperial College London, Ascot, SL5 7PY, UK

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Image-based taxonomic classification of bulk biodiversity samples using deep learning and domain adaptation

Tomochika Fujisawa, Víctor Noguerales, Emmanouil Meramveliotakis, Anna Papadopoulou, Alfried P. Vogler

bioRxiv 2021.12.22.473797; doi: https://doi.org/10.1101/2021.12.22.473797

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Image-based taxonomic classification of bulk biodiversity samples using deep learning and domain adaptation

Tomochika Fujisawa, Víctor Noguerales, Emmanouil Meramveliotakis, Anna Papadopoulou, Alfried P. Vogler

bioRxiv 2021.12.22.473797; doi: https://doi.org/10.1101/2021.12.22.473797

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