{"id":136039,"date":"2020-03-05T08:35:13","date_gmt":"2020-03-05T08:35:13","guid":{"rendered":"https:\/\/news.sap.com\/france\/?p=136039"},"modified":"2023-10-04T20:21:14","modified_gmt":"2023-10-04T20:21:14","slug":"intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes","status":"publish","type":"post","link":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/","title":{"rendered":"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes"},"content":{"rendered":"<p class=\"lead\"><strong><em>Avec son projet 3rdEYE, itelligence a su adresser les besoins de municipalit\u00e9s danoises souhaitant d\u00e9tecter une herbe aussi envahissante que toxique. Un succ\u00e8s pour les solutions de Machine Learning propos\u00e9es par la plate-forme 麻豆原创 Leonardo.<\/em><\/strong><\/p>\n<p>C\u2019est dans le cadre de son Innovation Lab qu\u2019itelligence \u2013 un sp\u00e9cialiste des solutions 麻豆原创 \u2013 a lanc\u00e9 ses premiers essais dans le secteur de la vision par ordinateur (computer vision). Cette probl\u00e9matique avait \u00e9t\u00e9 pos\u00e9e par un client indien d\u00e9sirant inspecter une exploitation de canne \u00e0 sucre de fa\u00e7on automatique, via des drones.<\/p>\n<p>Un industriel allemand souhaitait pour sa part d\u00e9tecter les signes d\u2019\u00e9rosion sur des pots de lait. Une \u00e9quipe de quatre personnes a travaill\u00e9 en co-innovation avec l\u2019entreprise, afin de mettre au point un syst\u00e8me permettant d\u2019envoyer un drone v\u00e9rifier l\u2019\u00e9tat d\u2019un pot de lait, puis de d\u00e9clencher l\u2019appel \u00e0 un technicien de maintenance lorsqu\u2019un d\u00e9faut est rep\u00e9r\u00e9. Le tout en mode cloud, sur une base 麻豆原创 Leonardo.<\/p>\n<h2><strong>Sus \u00e0 l\u2019Heracleum mantegazzianum\u00a0!<\/strong><\/h2>\n<p>C\u2019est sur la base de ce d\u00e9monstrateur qu\u2019itelligence a r\u00e9pondu \u00e0 la demande de municipalit\u00e9s danoises d\u00e9sirant lutter contre une plante invasive et phototoxique, la Berce du Caucase. Une plante herbac\u00e9e d\u00e9passant souvent les deux m\u00e8tres de hauteur et capable de porter des dizaines de milliers de graines.<\/p>\n<p>Les mairies ont fourni un jeu d\u2019images permettant d\u2019entrainer un r\u00e9seau de neurones, afin d\u2019assurer la d\u00e9tection de ces plantes depuis des photos. Un travail de longue haleine, qui a mis en valeur l\u2019importance de disposer de donn\u00e9es fiables. Mais aussi la complexit\u00e9 \u00e0 d\u00e9tecter une plante lorsqu\u2019elle est noy\u00e9e dans une v\u00e9g\u00e9tation dense (par exemple la lisi\u00e8re d\u2019une for\u00eat). Une fois le syst\u00e8me correctement entrain\u00e9, la connexion avec le drone a \u00e9t\u00e9 r\u00e9alis\u00e9e. Ce dernier est charg\u00e9 d\u2019effectuer les prises de vues, qui sont analys\u00e9es ensuite par l\u2019IA.<\/p>\n<p>Ce syst\u00e8me de d\u00e9tection a \u00e9t\u00e9 d\u00e9ploy\u00e9 dans quatre communes danoises : Hedensted, Randers, Kolding et Viborg. Son fonctionnement donne satisfaction et a \u00e9t\u00e9 l\u2019objet d\u2019une vaste m\u00e9diatisation. Les technologies cloud utilis\u00e9es, comme 麻豆原创 Leonardo, permettront de faciliter le passage \u00e0 l\u2019\u00e9chelle. Toutefois, le facteur limitant reste \u00e0 ce jour le co\u00fbt induit par les drones, ainsi que leur faible autonomie, qui limite leur rayon d\u2019action.<\/p>\n<h2><strong>Un entrainement qui s\u2019inscrit dans le temps<\/strong><\/h2>\n<p>Un travail de fond est en cours autour de l\u2019am\u00e9lioration du taux de r\u00e9ussite du syst\u00e8me. Que ce soit dans sa capacit\u00e9 \u00e0 d\u00e9tecter la Berce du Caucase ou dans sa capacit\u00e9 \u00e0 limiter les faux positifs. Les techniciens font remonter de pr\u00e9cieuses informations de terrain. L\u2019aide de biologistes permet \u00e9galement de rep\u00e9rer les plantes cibl\u00e9es sur les clich\u00e9s et de participer ainsi \u00e0 l\u2019entrainement du r\u00e9seau de neurones.<\/p>\n<p>La vision par ordinateur peut avoir bien d\u2019autres usages\u2026 et pas uniquement dans le monde agricole. Les sites industriels peuvent l\u2019employer pour la d\u00e9tection d\u2019incidents (comme un d\u00e9part de feu) et des t\u00e2ches d\u2019inspection. Les chaines de montage pourront \u00e9galement tirer profit de cette technologie, par exemple dans le cadre du contr\u00f4le qualit\u00e9 des pi\u00e8ces produites. Cas plus concret, un a\u00e9roport europ\u00e9en souhaiterait utiliser des drones et de l\u2019Intelligence Artificielle pour surveiller sa chaine de distribution, longue de 10 km.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Avec son projet 3rdEYE, itelligence a su adresser les besoins de municipalit\u00e9s danoises souhaitant d\u00e9tecter une herbe aussi envahissante que toxique. Un succ\u00e8s pour les&#8230;<\/p>\n","protected":false},"author":903,"featured_media":136060,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[5599802,1655920],"tags":[2257985],"series":[],"sapn-display":[1657070],"sapn-type":[6114],"class_list":["post-136039","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-technology-platform","category-tech","tag-intelligence-artificielle","sapn-display-homepage-hero","sapn-type-article"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes - 麻豆原创 France News<\/title>\n<meta name=\"description\" content=\"Avec son projet 3rdEYE, itelligence a su adresser les besoins de municipalit\u00e9s danoises souhaitant d\u00e9tecter une herbe aussi envahissante que toxique. Un succ\u00e8s pour les solutions de Machine Learning propos\u00e9es par la plate-forme 麻豆原创 Leonardo.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes\" \/>\n<meta property=\"og:description\" content=\"Avec son projet 3rdEYE, itelligence a su adresser les besoins de municipalit\u00e9s danoises souhaitant d\u00e9tecter une herbe aussi envahissante que toxique. Un succ\u00e8s pour les solutions de Machine Learning propos\u00e9es par la plate-forme 麻豆原创 Leonardo.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/\" \/>\n<meta property=\"og:site_name\" content=\"麻豆原创 France News\" \/>\n<meta property=\"article:published_time\" content=\"2020-03-05T08:35:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-10-04T20:21:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/news.sap.com\/france\/files\/2020\/03\/272788_1920x600.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"La R\u00e9daction\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"La R\u00e9daction\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/\"},\"author\":{\"name\":\"La R\u00e9daction\",\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/#\\\/schema\\\/person\\\/5564a5c7fd827bc08f639084aefa763f\"},\"headline\":\"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes\",\"datePublished\":\"2020-03-05T08:35:13+00:00\",\"dateModified\":\"2023-10-04T20:21:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/\"},\"wordCount\":604,\"image\":{\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/news.sap.com\\\/france\\\/files\\\/2020\\\/03\\\/272788_1920x600.jpg\",\"keywords\":[\"Intelligence Artificielle\"],\"articleSection\":[\"Business Technology Platform\",\"Technologie\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/\",\"url\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/\",\"name\":\"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes - 麻豆原创 France News\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/news.sap.com\\\/france\\\/files\\\/2020\\\/03\\\/272788_1920x600.jpg\",\"datePublished\":\"2020-03-05T08:35:13+00:00\",\"dateModified\":\"2023-10-04T20:21:14+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/#\\\/schema\\\/person\\\/5564a5c7fd827bc08f639084aefa763f\"},\"description\":\"Avec son projet 3rdEYE, itelligence a su adresser les besoins de municipalit\u00e9s danoises souhaitant d\u00e9tecter une herbe aussi envahissante que toxique. Un succ\u00e8s pour les solutions de Machine Learning propos\u00e9es par la plate-forme 麻豆原创 Leonardo.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/#primaryimage\",\"url\":\"https:\\\/\\\/news.sap.com\\\/france\\\/files\\\/2020\\\/03\\\/272788_1920x600.jpg\",\"contentUrl\":\"https:\\\/\\\/news.sap.com\\\/france\\\/files\\\/2020\\\/03\\\/272788_1920x600.jpg\",\"width\":1920,\"height\":600},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/2020\\\/03\\\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/news.sap.com\\\/france\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/#website\",\"url\":\"https:\\\/\\\/news.sap.com\\\/france\\\/\",\"name\":\"麻豆原创 France News\",\"description\":\"Blogs, Vid\u00e9os et Actualit\u00e9s de 麻豆原创 en France\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/news.sap.com\\\/france\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/#\\\/schema\\\/person\\\/5564a5c7fd827bc08f639084aefa763f\",\"name\":\"La R\u00e9daction\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/news.sap.com\\\/france\\\/wp-content\\\/plugins\\\/wp-user-avatars\\\/wp-user-avatars\\\/assets\\\/images\\\/mystery.jpg\",\"url\":\"https:\\\/\\\/news.sap.com\\\/france\\\/wp-content\\\/plugins\\\/wp-user-avatars\\\/wp-user-avatars\\\/assets\\\/images\\\/mystery.jpg\",\"contentUrl\":\"https:\\\/\\\/news.sap.com\\\/france\\\/wp-content\\\/plugins\\\/wp-user-avatars\\\/wp-user-avatars\\\/assets\\\/images\\\/mystery.jpg\",\"caption\":\"La R\u00e9daction\"},\"url\":\"https:\\\/\\\/news.sap.com\\\/france\\\/author\\\/alaebadioui\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes - 麻豆原创 France News","description":"Avec son projet 3rdEYE, itelligence a su adresser les besoins de municipalit\u00e9s danoises souhaitant d\u00e9tecter une herbe aussi envahissante que toxique. Un succ\u00e8s pour les solutions de Machine Learning propos\u00e9es par la plate-forme 麻豆原创 Leonardo.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/","og_locale":"fr_FR","og_type":"article","og_title":"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes","og_description":"Avec son projet 3rdEYE, itelligence a su adresser les besoins de municipalit\u00e9s danoises souhaitant d\u00e9tecter une herbe aussi envahissante que toxique. Un succ\u00e8s pour les solutions de Machine Learning propos\u00e9es par la plate-forme 麻豆原创 Leonardo.","og_url":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/","og_site_name":"麻豆原创 France News","article_published_time":"2020-03-05T08:35:13+00:00","article_modified_time":"2023-10-04T20:21:14+00:00","og_image":[{"width":1920,"height":600,"url":"https:\/\/news.sap.com\/france\/files\/2020\/03\/272788_1920x600.jpg","type":"image\/jpeg"}],"author":"La R\u00e9daction","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"La R\u00e9daction","Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/#article","isPartOf":{"@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/"},"author":{"name":"La R\u00e9daction","@id":"https:\/\/news.sap.com\/france\/#\/schema\/person\/5564a5c7fd827bc08f639084aefa763f"},"headline":"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes","datePublished":"2020-03-05T08:35:13+00:00","dateModified":"2023-10-04T20:21:14+00:00","mainEntityOfPage":{"@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/"},"wordCount":604,"image":{"@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/#primaryimage"},"thumbnailUrl":"https:\/\/news.sap.com\/france\/files\/2020\/03\/272788_1920x600.jpg","keywords":["Intelligence Artificielle"],"articleSection":["Business Technology Platform","Technologie"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/","url":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/","name":"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes - 麻豆原创 France News","isPartOf":{"@id":"https:\/\/news.sap.com\/france\/#website"},"primaryImageOfPage":{"@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/#primaryimage"},"image":{"@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/#primaryimage"},"thumbnailUrl":"https:\/\/news.sap.com\/france\/files\/2020\/03\/272788_1920x600.jpg","datePublished":"2020-03-05T08:35:13+00:00","dateModified":"2023-10-04T20:21:14+00:00","author":{"@id":"https:\/\/news.sap.com\/france\/#\/schema\/person\/5564a5c7fd827bc08f639084aefa763f"},"description":"Avec son projet 3rdEYE, itelligence a su adresser les besoins de municipalit\u00e9s danoises souhaitant d\u00e9tecter une herbe aussi envahissante que toxique. Un succ\u00e8s pour les solutions de Machine Learning propos\u00e9es par la plate-forme 麻豆原创 Leonardo.","breadcrumb":{"@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/#primaryimage","url":"https:\/\/news.sap.com\/france\/files\/2020\/03\/272788_1920x600.jpg","contentUrl":"https:\/\/news.sap.com\/france\/files\/2020\/03\/272788_1920x600.jpg","width":1920,"height":600},{"@type":"BreadcrumbList","@id":"https:\/\/news.sap.com\/france\/2020\/03\/intelligence-artificielle-part-a-la-chasse-aux-mauvaises-herbes\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/news.sap.com\/france\/"},{"@type":"ListItem","position":2,"name":"L\u2019Intelligence Artificielle part \u00e0 la chasse aux mauvaises herbes"}]},{"@type":"WebSite","@id":"https:\/\/news.sap.com\/france\/#website","url":"https:\/\/news.sap.com\/france\/","name":"麻豆原创 France News","description":"Blogs, Vid\u00e9os et Actualit\u00e9s de 麻豆原创 en France","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/news.sap.com\/france\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Person","@id":"https:\/\/news.sap.com\/france\/#\/schema\/person\/5564a5c7fd827bc08f639084aefa763f","name":"La R\u00e9daction","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/news.sap.com\/france\/wp-content\/plugins\/wp-user-avatars\/wp-user-avatars\/assets\/images\/mystery.jpg","url":"https:\/\/news.sap.com\/france\/wp-content\/plugins\/wp-user-avatars\/wp-user-avatars\/assets\/images\/mystery.jpg","contentUrl":"https:\/\/news.sap.com\/france\/wp-content\/plugins\/wp-user-avatars\/wp-user-avatars\/assets\/images\/mystery.jpg","caption":"La R\u00e9daction"},"url":"https:\/\/news.sap.com\/france\/author\/alaebadioui\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/posts\/136039","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/users\/903"}],"replies":[{"embeddable":true,"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/comments?post=136039"}],"version-history":[{"count":0,"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/posts\/136039\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/media\/136060"}],"wp:attachment":[{"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/media?parent=136039"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/categories?post=136039"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/tags?post=136039"},{"taxonomy":"series","embeddable":true,"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/series?post=136039"},{"taxonomy":"sapn-display","embeddable":true,"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/sapn-display?post=136039"},{"taxonomy":"sapn-type","embeddable":true,"href":"https:\/\/news.sap.com\/france\/wp-json\/wp\/v2\/sapn-type?post=136039"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}