Bird Sounds Global - model builder: An end-to-end workflow for building locally fine-tuned bird classifiers

Le résumé fourni par la source

Patrik Lauha1 , Meeri Rannisto2 , Panu Somervuo1 , Mikko Heikkinen2 , Bess Hardwick1 , Deirdre Kerdraon3 , Ossi Nokelainen4, 5 , Sebastian Andrejeff6 , Petteri Lehikoinen2 , Orlando Acevedo-Charry7, 8, 9 , Solny A. Adalsteinsson10 , Cain Agger11 , Sandra Alcobia12, 13 , Jón Aldará14 , Maikel Alvarez15 , Hans Jørgen S. Andersen16 , Nigel R. Andrew17, 18 , Sten Anslan5 , Alexandre Antonelli19, 20, 21, 22 , Roxana Aragón23, 24 , Julieta Soledad Arena25 , Ines Aster26 , Rosario Balestrieri27, 28 , Gaia Giedre Banelyte3 , Adrian Barrett29 , Isabel C. Barrio30 , Seth R. Beaudreault31 , Pedro Beja32, 33 , Benjamin Bergerot34 , Elizabeth G. Biro10 , Hélène Birot11 , Robert G. Björk35, 36 , Mats P. Björkman36, 20 , Pedro G. Blendinger23, 24 , Loïc Bollache37, 38, 39 , Magda Bou Dagher Kharrat40, 41 , Stephane Boyer42 , Erika Bridell43 , Martyn Brotherson44 , Leslie R. Brown45 , Hannah L. Buckley46 , Erika Buscardo47, 48 , Nokuphila Buthelezi49, 50 , Luciano Cagnolo25 , Alice Calvente51, 22 , Giovanni Capobianco52 , Laura Carreón-Palau53, 54 , Suzanne Carrière55 , Fabio Casale56 , Bradley S. Case46 , JenYu Chang, Juan M. Chaparro57 , Chi-Ling Chen58 , Christine Chicoine59 , Madeleine Christensson60 , Shadrack K. Chumo61 , William Colom Montero43 , Zuania Colón-Piñeiro62 , Sidney D. R. Costa63 , Liam Cowan55 , Joseph Cross64 , Ricardo D. S. Da Fonseca65 , Wigna C. da Silva66 , Maria C. De Francesco67 , Jorge A. Del Ángel-Rodríguez53 , Ricardo Díaz-Delgado68, 69 , Angélica Diaz-Pulido70 , Thomas Dirnböck71 , Ika Djukic71 , Philile Dladla72 , Jeremías Domínguez Masciale25 , Thiago A. Dorigo73, 22 , Errol Douwes49, 50 , Andreas Eckelt26 , Torbjørn Ekrem74 , Laure El Chamy40 , Helena Enderskog43 , Mohsen Falahati Anbaran74 , Arielle Farrell3 , Brian L. Fisher75, 76 , Inga Freiberga77 , Andrea Frosch-Radivo78 , Luis A. Ganchozo Intriago79 , Facundo Gandoy23 , Laura Garzoli56 , Juliane Gaviraghi Mussoi80 , Sørine Gerlich16 , Andros T. Gianuca81 , Olivier Gilg37, 39 , Vladimir Gilg39 , Fabrizio Gili56 , Fanney Gísladóttir30 , Ryan Glowacki44 , Oscar Gordo82 , Brigitte Gottsberger78 , Lukas Griem83 , Elli Groner84, 85 , Patrícia Guedes32, 33 , Peter Haase86, 87 , Magdalena Haidegger88 , Karoliina Hämäläinen89 , Jari Hänninen90 , Lars H. Hansen91 , Leivur J. Hansen14 , Reid A. Harrop92 , Harald Havnås93 , Chris C.Y. Ho94 , Linda Höglund60 , Prasanna Honnavar95 , Toke T. Høye16, 96 , Maike Huszarik97, 98 , Kolbrún í Haraldsstovu14 , Jasmin Inkinen90 , Masae I. Ishihara99 , Abigail C. Jackson31 , Alain Jacot100 , Gunnar Jansson60 , Bogdan Jaroszewicz101 , Helena Jeffery Brown102 , Rohit Jha103 , Rhea Kahale40 , Oula Kalttopää104 , Gaurav S. Kandlikar103 , Elizabeth W. Karai61 , Dave Karlsson93 , Andrea Kaus-Thiel105 , Siiri M. Keurulainen106 , Keishi Kimoto107 , Clemens Klante108 , Mårten Klinth93 , Sebastian T. König109, 110 , Janne Koskinen106 , Matti Kotakorpi111 , Agnes-Katharina Kreiling14 , Irmgard Krisai-Greilhuber78 , Tobias Kuemmerle112 , John Y. Kupagme113 , Erin Lecomte59 , Nicolas Lecomte59, 114 , Paula M. Leitman22 , Elli Leppänen115 , Daijiang Li103, 116 , Amelie Lindgren35 , Wilhelm Lönnqvist117 , Carlos Lopez-Vaamonde118, 42, 119 , Giselle G. Mangini23 , Aldo Marchetto56 , Michael Maroschek110 , Vanessa A. Mata32, 33 , Shunsuke Matsuoka99 , Luke A. Mcclean46 , Paul G. Mcdonald17 , Mayra Meléndez-González31 , Haemish I. A. Melville45, 120 , Angela M. Mendoza-Henao7, 15 , Marija Merkujeva104 , Anamaria D. Molin121 , David Moore105 , Sebastien Moreau42 , Esteban Moyer42 , Anna Mrazova77, 122, 123 , Samantha Mteshane72 , Jörg Müller97, 98 , Nancy W. Mungai61 , Simona Musazzi56 , Marko Mutanen124 , Laszlo Nagy47 , Monica Ndlovu49 , Annegret Nicolai34, 125 , Armin Niessner126 , Jenni Nordén127 , Oraine Nurse128 , Erin O’Connell10 , Yovany Ochoa, Jane Oja113 , Robyn Övergaard43 , Riku K. Paavola129, 130 , Thomas Pagnon37, 39 , Yurani Pantoja7, 8, 131 , Alberto Pastoriza132 , Niklas Paulaniemi, Mikko Pentinsaari133 , Alexander Phillips103 , Adrian Pinder134 , Thiago Pinheiro66 , Sergei Põlme113 , Luke L. Powell32, 33 , Alexandra Průchová122 , Enrique Queralt47 , Mark Quilantang135 , Kirsty Quinlan29 , Dimby Raharinjanahary76 , Eric T. Rajoelison76 , Linah A. Randrianaina136 , Juha Rankinen108 , Micaela D. V. Rasino67 , Rui Rebelo12 , Jeroen Reneerkens91 , Vera M. A. Renne137 , Hassan Ridha138 , Hanna M. K. Rogers3 , Inês T. Rosário12 , Anu Ruohomäki104 , Tobias Rütting35 , Brigitte Sabard39 , Vanessa Saenz-Paez139 , Carole Saliba40 , Katerina Sam77, 122 , Douglas Santos47 , Margarida Santos-Reis12 , Benjamin Schattanek-Wiesmair26 , Pauliina Schiestl-Aalto115 , Niels M. Schmidt91, 140 , Imogen A. Schwandner112 , Sebastian Seibold109, 110, 141 , Rupert Seidl109, 110 , Javier Seoane142 , Luis P. da Silva32, 33 , Claire Singer55 , Malibongwe Sithole45 , Elise Sivault77, 122 , Rhian J. Smith22 , Ayaka Soda143 , Renata S. Sousa-Lima144 , Angela Stanisci67 , Daleen Steenkamp45 , Johanna Stewart55 , Tessa Stewart17 , Stefan Stoll87, 145 , Willem Maartin Strauss45, 146 , Maija Sujala104 , Janne Sundell111 , Jónína Svavarsdóttir30 , Leho Tedersoo147, 113 , Esa-Pekka Tuominen111 , Stefanie Tweraser148 , Catalina Ulloa79 , Joni Uusitalo111 , Carlos A. Valle Piñuela79 , Mikko Vallinmäki124 , Fabrice Vannier42 , Abigail Varela149 , Emma Vatka124 , Silja Veikkolainen104 , Karl Vernes17 , Tereza Vlasata77, 122 , Phillip C. Watts5 , Per Weslien35 , Johan Westin138 , Joanna Wilson55 , Ciara F. Wirth79 , Jana H. Wisniewski92 , Amanda B. Young31 , Joeri A. Zwerts137 , Aleksi Lehikoinen2 , Tomas Roslin3, 150 , Otso Ovaskainen5, 11 Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland, 2 Finnish Museum of Natural History Luomus, University of Helsinki, Helsinki, Finland, 3 Department of Ecology, Swedish University of Agricultural Sciences (SLU), Uppsala, Sweden,4 Open Science Centre, University of Jyväskylä, Jyväskylä, Finland, 5 Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland, 6 Department of Biology, University of Turku, Turku, Finland, 7 Centro de Colecciones y Gestión de Especies, Instituto de Investigación de Recursos Biológicos Alexander von Humboldt, Villa de Leyva, Colombia,8 Reserva Natural y Cascadas Los Tucanes, Gachantivá, Colombia, 9 School of Natural Resources and Environment, Department of Wildlife Ecology and Conservation & Florida Museum of Natural History, University of Florida, Gainesville, FL, USA, 10 Tyson Research Center, Washington University St. Louis, St. Louis, MO, USA,11 Cambodia Program, Wildlife Conservation Society, Phnom Penh, Cambodia, 12 Centre for Ecology, Evolution and Environmental Changes & CHANGE—Global Change and Sustainability Institute, Faculty of Sciences, University of Lisbon, Lisbon, Portugal, 13 Companhia das Lezírias S.A., Samora Correia, Portugal, 14 Faroe Islands National Museum (Tjóðsavnið), Hoyvík, Faroe Islands,15 Colecciones Biológicas, Instituto de Investigación de Recursos Biológicos Alexander von Humboldt, Villa de Leyva, Colombia, 16 Department of Ecoscience, Aarhus University, Aarhus, Denmark, 17 School of Environmental and Rural Science, University of New England, Armidale, New South Wales, Australia, 18 Faculty of Science and Engineering, Southern Cross University, Lismore, New South Wales, Australia, 19 Department of Biology, University of Oxford, Oxford, UK, 20 Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden, 21 Royal Botanic Gardens, Kew, London, UK, 22 Fundação Antonelli Para a Pesquisa e Conservação da Biodiversidade, Nova Friburgo, Brazil, 23 Instituto de Ecología Regional, CONICET-UNT, Yerba Buena, Argentina,24 UNT, San Miguel de Tucumán, Argentina,25 Instituto Multidisciplinario de Biología Vegetal, Universidad Nacional de Córdoba, Consejo Nacional de Investigaciones Científicas y Técnicas, Córdoba, Argentina,26 Department of Nat

Ce résumé expose les affirmations des auteurs. BNTIC ne l’interprète pas comme une validation indépendante des résultats.