{"id":704508,"date":"2024-08-20T13:17:10","date_gmt":"2024-08-20T13:17:10","guid":{"rendered":"https:\/\/www.capgemini.com\/ca-fr\/?post_type=client-story&#038;p=704508"},"modified":"2024-09-17T09:20:56","modified_gmt":"2024-09-17T09:20:56","slug":"proteger-la-biodiversite-en-ecoutant-les-insectes","status":"publish","type":"client-story","link":"https:\/\/www.capgemini.com\/ca-fr\/actualites\/cas-clients\/proteger-la-biodiversite-en-ecoutant-les-insectes\/","title":{"rendered":"Prot\u00e9ger la biodiversit\u00e9 en \u00e9coutant les insectes"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/GDSC6_CaseStudy_WebBanner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/GDSC6_CaseStudy_WebBanner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/GDSC6_CaseStudy_WebBanner.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/GDSC6_CaseStudy_WebBanner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/GDSC6_CaseStudy_WebBanner.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/GDSC6_CaseStudy_WebBanner.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/GDSC6_CaseStudy_WebBanner.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/GDSC6_CaseStudy_WebBanner.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/GDSC6_CaseStudy_WebBanner.jpg\" class=\"header-img header-img-d\" alt=\"GDSC6_CaseStudy_WebBanner\" style=\"object-fit:cover;object-position:36% 51%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">R\u00e9cit de client<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Prot\u00e9ger la biodiversit\u00e9 en \u00e9coutant les insectes<\/h1><\/div><div class=\"inner-row-insight download-btn\"><\/div><\/div><div class=\"infoWrapper \"><div class=\"row\"><div class=\"col-md-4\"><span class=\"fieldName\">Client: Naturalis, Centre de biodiversit\u00e9<\/span><\/div><div class=\"col-md-4\"><span class=\"fieldName\">R\u00e9gion: les Pays-Bas<\/span><\/div><div class=\"col-md-4\"><span class=\"fieldName\">Durabilit\u00e9: Durabilit\u00e9<\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\" id=\"introParaWrapper\"><div class=\"intro-para\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/ca-fr\/actualites\/cas-clients\/proteger-la-biodiversite-en-ecoutant-les-insectes\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/ca-fr\/actualites\/cas-clients\/proteger-la-biodiversite-en-ecoutant-les-insectes\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\">Naturalis s&#8217;associe \u00e0 Capgemini et AWS pour lancer la derni\u00e8re version du Global Data Science Challenge pour un avenir durable afin d&#8217;identifier les esp\u00e8ces d&#8217;insectes \u00e0 partir de leurs sons.<\/h2><p class=\"intro-para-content\"><br><strong>D\u00e9fi du client\u00a0:\u00a0<\/strong>L&#8217;objectif de Naturalis et de l&#8217;initiative Arise est de comprendre et de surveiller la biodiversit\u00e9, en se concentrant dans un premier temps sur les Pays-Bas. Pour y parvenir, il est essentiel de pouvoir comprendre et interpr\u00e9ter les donn\u00e9es acoustiques.<br><br><strong>Solution\u00a0:\u00a0<\/strong>Capgemini a collabor\u00e9 avec Naturalis, l&#8217;Institut national de recherche sur la biodiversit\u00e9 bas\u00e9 aux Pays-Bas, et avec Amazon Web Services (AWS) pour lancer la derni\u00e8re \u00e9dition du Global Data Science Challenge (GDSC) et cr\u00e9er un nouveau mod\u00e8le d&#8217;IA capable d&#8217;identifier les insectes avec une pr\u00e9cision de ~92%*.<\/p><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<p><\/p>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para-video section section--info-2cols section--insights section-video\"><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><h4 data-maxlength=\"34\">Le buzz de la biodiversit\u00e9<\/h4><div class=\"video-info\"><p data-maxlength=\"68\">Prot\u00e9ger la biodiversit\u00e9 des insectes gr\u00e2ce aux donn\u00e9es et \u00e0 l\u2019IA<\/p><\/div><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><div class=\"video-wrapper\"><iframe title=\"video-section\" src=\"https:\/\/www.youtube.com\/embed\/gWM7fkw5UT8\" frameborder=\"0\" rel=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/div><\/div><\/div><div class=\"col-md-1\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\" id=\"quoteWrapper\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<p>Alors que le changement climatique reste l&#8217;un des principaux probl\u00e8mes auxquels l&#8217;humanit\u00e9 est confront\u00e9e, d&#8217;autres d\u00e9fis, potentiellement plus d\u00e9vastateurs encore, se profilent \u00e0 l&#8217;horizon. L&#8217;un de ces dangers est la perte de biodiversit\u00e9, qui menace les fondements m\u00eames de la Terre et qui est presque criminellement sous-estim\u00e9e.<\/p>\n\n\n\n<p>Selon le biologiste am\u00e9ricain E.O. Wilson&nbsp;:&nbsp;\u00ab&nbsp;Si toute l&#8217;humanit\u00e9 disparaissait, le monde se r\u00e9g\u00e9n\u00e9rerait pour retrouver le riche \u00e9tat d&#8217;\u00e9quilibre qui existait il y a dix mille ans. Si les insectes disparaissaient, l&#8217;environnement s&#8217;effondrerait dans le chaos&nbsp;\u00bb.<\/p>\n\n\n\n<p>Les insectes jouent un r\u00f4le essentiel dans pratiquement tous les \u00e9cosyst\u00e8mes du monde. Ce sont des pollinisateurs qui assurent la p\u00e9rennit\u00e9 de la vie v\u00e9g\u00e9tale, de la nourriture pour les animaux et m\u00eame pour les plantes, des recycleurs de d\u00e9chets morts, des gardiens de la sant\u00e9 des sols, et bien d&#8217;autres choses encore. Compte tenu de leur incroyable importance pour notre \u00e9cosyst\u00e8me, il est donc urgent de d\u00e9terminer le rythme auquel les populations d&#8217;insectes diminuent en raison de l&#8217;activit\u00e9 humaine.<\/p>\n\n\n\n<p>\u00ab&nbsp;Jusqu&#8217;\u00e0 pr\u00e9sent, la protection des insectes a fait l&#8217;objet de beaucoup moins d&#8217;efforts que d&#8217;autres efforts de conservation, explique Elaine van Ommen Kloeke, de Naturalis. Bien que toutes ces initiatives soient importantes et m\u00e9ritoires, il est essentiel que nous comprenions mieux les changements, positifs ou n\u00e9gatifs, que les diff\u00e9rentes esp\u00e8ces d&#8217;insectes ont subis ces derni\u00e8res ann\u00e9es. Pour ce faire, il faut d&#8217;abord \u00eatre en mesure de suivre et d&#8217;identifier efficacement le plus grand nombre possible d&#8217;entre elles&nbsp;\u00bb.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"720\" src=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/Naturalis_Biodiversity_Insect2.jpg\" alt=\"\" class=\"wp-image-704510\" srcset=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/Naturalis_Biodiversity_Insect2.jpg 960w, https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/Naturalis_Biodiversity_Insect2.jpg?resize=300,225 300w, https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/Naturalis_Biodiversity_Insect2.jpg?resize=768,576 768w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<p>Voici Arise, une collaboration entre Naturalis, l&#8217;Institut pour la biodiversit\u00e9 et la dynamique des \u00e9cosyst\u00e8mes de l&#8217;universit\u00e9 d&#8217;Amsterdam, l&#8217;Institut de biodiversit\u00e9 fongique de Westerdijk et l&#8217;universit\u00e9 de Twente. Cette initiative vise \u00e0 permettre la reconnaissance de n&#8217;importe quelle esp\u00e8ce naturelle dans n&#8217;importe quel endroit en se basant sur l&#8217;ADN, les capteurs et la technologie de l&#8217;intelligence artificielle. En outre, d&#8217;ici \u00e0 2030, elle rassemblera en un seul endroit les informations relatives \u00e0 la biodiversit\u00e9 de toutes les esp\u00e8ces des Pays-Bas, apr\u00e8s quoi une grande quantit\u00e9 de donn\u00e9es sera facilement accessible d&#8217;un simple clic. Ce faisant, le projet permettra aux d\u00e9fenseurs de l&#8217;environnement de suivre plus facilement les populations d&#8217;insectes.<\/p>\n\n\n\n<p>\u00ab&nbsp;Nous ne pouvons pas toujours voir ou entendre les insectes et il y a tellement d&#8217;esp\u00e8ces qu&#8217;il est difficile de les surveiller, explique Dan Stowell, de Naturalis. Sans savoir o\u00f9 se trouvent ces populations et quel est leur nombre, il est extr\u00eamement difficile de les prot\u00e9ger. Nous avons donc utilis\u00e9 l&#8217;apprentissage automatique pour identifier les insectes \u00e0 partir d&#8217;enregistrements audio. Toutefois, il s&#8217;agit d&#8217;un travail en cours. La reconnaissance automatique de la parole humaine a mis des d\u00e9cennies \u00e0 devenir aussi performante qu&#8217;elle l&#8217;est aujourd&#8217;hui, et pour les insectes, nous avons besoin que la pr\u00e9cision de l&#8217;identification automatique rattrape le plus possible son retard pour qu&#8217;elle soit pr\u00eate \u00e0 \u00eatre d\u00e9ploy\u00e9e&nbsp;\u00bb.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-explorer-diverses-options-d-apprentissage-machine\"><strong>Explorer diverses options d\u2019apprentissage machine<\/strong><\/h2>\n\n\n\n<p>Gr\u00e2ce \u00e0 son expertise, aux donn\u00e9es disponibles et \u00e0 ses connaissances en mati\u00e8re d&#8217;IA, Naturalis \u00e9tait le candidat id\u00e9al pour le 2023 Global Data Science Challenge (GDSC), un hackathon collaboratif organis\u00e9 chaque ann\u00e9e par Capgemini et aliment\u00e9 par les services d&#8217;apprentissage machine (ML) d&#8217;AWS, tels qu&#8217;Amazon Sagemaker, dans le cadre duquel chaque employ\u00e9 de l&#8217;entreprise a la possibilit\u00e9 de d\u00e9velopper et d&#8217;exploiter son expertise en mati\u00e8re de donn\u00e9es et d&#8217;IA pour r\u00e9soudre un probl\u00e8me du monde r\u00e9el.<\/p>\n\n\n\n<p>\u00ab&nbsp;En tant que leader mondial des donn\u00e9es et de l&#8217;IA, Capgemini a la responsabilit\u00e9 d&#8217;appliquer son expertise \u00e0 des sc\u00e9narios concrets qui peuvent contribuer \u00e0 cr\u00e9er un monde plus durable et \u00e0 g\u00e9n\u00e9rer des avantages tangibles pour notre soci\u00e9t\u00e9, a d\u00e9clar\u00e9 Niraj Parihar, directeur g\u00e9n\u00e9ral du secteur d\u2019activit\u00e9 mondial Savoir et donn\u00e9es chez Capgemini et membre du Comit\u00e9 ex\u00e9cutif du Groupe. Gr\u00e2ce \u00e0 notre Global Data Science Challenge, nous donnons aux membres de nos \u00e9quipes les moyens de r\u00e9soudre des probl\u00e8mes concrets d&#8217;une importance vitale pour nous tous. Les insectes jouent un r\u00f4le central dans notre \u00e9cosyst\u00e8me mais sont incroyablement difficiles \u00e0 surveiller pour les humains. \u00c9couter et identifier les esp\u00e8ces d&#8217;insectes est essentiel pour les pr\u00e9server&nbsp;\u00bb.<\/p>\n\n\n\n<p>Tout au long de l&#8217;\u00e9v\u00e9nement, plus de 1&nbsp;500 participants ont form\u00e9 plus de 400 \u00e9quipes, qui ont ensuite re\u00e7u les ressources n\u00e9cessaires pour d\u00e9velopper et tester leurs propres solutions. En s&#8217;appuyant sur cinq heures d&#8217;enregistrements de 66 esp\u00e8ces d&#8217;insectes diff\u00e9rentes, chaque \u00e9quipe a tent\u00e9 de construire une IA capable d&#8217;identifier les esp\u00e8ces qu&#8217;elle entendait.<\/p>\n\n\n\n<p>\u00ab&nbsp;Chaque GDSC est une occasion unique et passionnante de voir ce que les diff\u00e9rentes \u00e9quipes peuvent faire et les diff\u00e9rentes fa\u00e7ons dont elles utilisent la technologie, d\u00e9clare Eliza Robinet Duffo, AWS. Cette ann\u00e9e, nous avons vu une grande vari\u00e9t\u00e9 de solutions diff\u00e9rentes et r\u00e9ussies! Chacune des meilleures \u00e9quipes a utilis\u00e9 une approche diff\u00e9rente et a connu un grand succ\u00e8s. C&#8217;\u00e9tait l&#8217;une de nos comp\u00e9titions les plus serr\u00e9es et les perspectives d&#8217;avenir sont fantastiques!&nbsp;\u00bb<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-simplifier-les-efforts-de-conservation-axes-sur-les-insectes\"><strong>Simplifier les efforts de conservation ax\u00e9s sur les insectes<\/strong><\/h2>\n\n\n\n<p>\u00c0 la fin de la comp\u00e9tition, le rendement* (moyenne macro de la note F1) s&#8217;est am\u00e9lior\u00e9, passant de 76&nbsp;% \u00e0 92&nbsp;%. Bien qu&#8217;il s&#8217;agisse d&#8217;une \u00e9tape importante en soi, elle ne repr\u00e9sente pas la limite de ce qui a \u00e9t\u00e9 accompli. Apr\u00e8s la conclusion du GDSC, l&#8217;ensemble des r\u00e9sultats a \u00e9t\u00e9 publi\u00e9, permettant \u00e0 d&#8217;autres organisations et \u00e9quipes de reprendre le flambeau l\u00e0 o\u00f9 le d\u00e9fi s&#8217;est arr\u00eat\u00e9. Cependant, Naturalis, Arise, Capgemini et AWS continueront \u00e0 d\u00e9velopper la solution gagnante.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"640\" src=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/Naturalis_Biodiversity_Insect3.png\" alt=\"\" class=\"wp-image-704511\" srcset=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/Naturalis_Biodiversity_Insect3.png 960w, https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/Naturalis_Biodiversity_Insect3.png?resize=300,200 300w, https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/Naturalis_Biodiversity_Insect3.png?resize=768,512 768w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<p>\u00ab&nbsp;Nous ne cherchons pas \u00e0 accaparer cette technologie pour nous seuls. La pr\u00e9servation de la biodiversit\u00e9 doit \u00eatre un effort g\u00e9n\u00e9ralis\u00e9, il est donc important de continuer \u00e0 explorer de multiples pistes&#8221;, explique M. Van Ommen Kloeke. En publiant les r\u00e9sultats, nous donnerons \u00e0 d&#8217;autres la possibilit\u00e9 d&#8217;adopter les solutions incroyablement int\u00e9ressantes qui n&#8217;ont pas \u00e9t\u00e9 retenues en fin de compte. Toutes nos meilleures options avaient un potentiel incroyable et nous sommes impatients de voir ce que d&#8217;autres peuvent faire avec l&#8217;apprentissage automatique pour prot\u00e9ger nos populations d&#8217;insectes&nbsp;\u00bb.<\/p>\n\n\n\n<p>En cons\u00e9quence, l&#8217;\u00e9v\u00e9nement a permis \u00e0 Naturalis et \u00e0 d&#8217;autres organisations de continuer \u00e0 am\u00e9liorer l&#8217;efficacit\u00e9 de l&#8217;apprentissage automatique lors de l&#8217;identification des enregistrements d&#8217;insectes. \u00c0 l&#8217;avenir, cette technologie sera perfectionn\u00e9e de mani\u00e8re \u00e0 pouvoir \u00eatre utilis\u00e9e pour analyser des enregistrements naturalistes comprenant tous les sons de la vie quotidienne. Cela permettra aux organisations de d\u00e9fense de la biodiversit\u00e9 d&#8217;\u00e9tendre les capacit\u00e9s de la technologie num\u00e9rique pour soutenir les efforts de conservation.<\/p>\n\n\n\n<p>\u00ab&nbsp;Vous savez, c&#8217;est le plus grand GDSC que nous ayons jamais eu en termes de participation, d\u00e9crit M. Parihar. Cela montre \u00e0 quel point les gens attachent de l&#8217;importance \u00e0 des initiatives telles que celle-ci. Ce d\u00e9fi et sa r\u00e9ussite constituent la prochaine \u00e9tape vers un avenir meilleur, dans lequel les insectes seront prot\u00e9g\u00e9s plus efficacement. Cela signifie qu&#8217;il faut aller au-del\u00e0 des Pays-Bas et reproduire la solution dans le monde entier!&nbsp;\u00bb<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n\t\t<section\n\t\t\tclass=\"section section--lifeatcap-learning section--event-slider-careerInvent \">\n\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class='career-invent-header'>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t<div class=\"heading col-12 col-md-8\">\n\t\t\t\t\t\t\t\t<h2>Publications associ\u00e9s<\/h2>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"slider slider-fader bdef72dd-cc09-4146-bffd-d151b46d3104\">\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"slider-list \">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"slide active \">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\tclass=\"slide-bg-wrapper wp-block-cg-blocks-career-invent is-style-sapphire2\">\n\t\t\t\t\t\t\t\t<div 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https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/biodiversity-banner.webp?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" class=\"box-img\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/ca-fr\/wp-content\/uploads\/sites\/21\/2024\/07\/biodiversity-banner.webp\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\" alt=\"\" \/>\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<!-- <img decoding=\"async\" class=\"box-img\" src=\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\n\t\t\t\t\t\t\t\t\t\t\tstyle=\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\" alt=\"\"\n\t\t\t\t\t\t\t\t\t\t\/> -->\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t<\/section>\n\n\t\t","protected":false},"excerpt":{"rendered":"<p>Naturalis s&#8217;associe \u00e0 Capgemini et AWS pour lancer la derni\u00e8re version du Global Data Science Challenge pour un avenir durable afin d&#8217;identifier les esp\u00e8ces d&#8217;insectes \u00e0 partir de leurs 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