{"id":671502,"date":"2020-05-18T09:24:00","date_gmt":"2020-05-18T09:24:00","guid":{"rendered":"https:\/\/www.capgemini.com\/fr-fr\/?post_type=client-story&#038;p=671502"},"modified":"2026-01-07T13:07:26","modified_gmt":"2026-01-07T12:07:26","slug":"seemax-intelligence-artificielle-agroalimentaire","status":"publish","type":"client-story","link":"https:\/\/www.capgemini.com\/fr-fr\/actualites\/cas-clients\/seemax-intelligence-artificielle-agroalimentaire\/","title":{"rendered":"L&#8217;IA, la machine et les oeufs"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Oeufs-IA-Photo.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Oeufs-IA-Photo.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Oeufs-IA-Photo.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Oeufs-IA-Photo.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Oeufs-IA-Photo.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Oeufs-IA-Photo.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Oeufs-IA-Photo.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Oeufs-IA-Photo.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Oeufs-IA-Photo.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" 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\">Intelligence artificielle<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Capgemini et SEeMAx am\u00e9liorent la d\u00e9tection automatis\u00e9e de la qualit\u00e9 des oeufs<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2020\/05\/2022-FR-Cas-client-SEeMAx-Capgemini-oeufs-PDF.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><span>Cas client<\/span><span class=\"type\">1 Mo pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><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\/fr-fr\/actualites\/cas-clients\/seemax-intelligence-artificielle-agroalimentaire\/\" 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\/fr-fr\/actualites\/cas-clients\/seemax-intelligence-artificielle-agroalimentaire\/\" 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\">En collaborant avec SEeMAx et Capgemini, Rica Granja, industriel dans l\u2019agroalimentaire portugais, utilise l\u2019Intelligence Artificielle et l\u2019apprentissage automatique pour contr\u00f4ler et classer les oeufs en fonction de leur qualit\u00e9 : 1,8 million d\u2019oeufs sont ainsi revaloris\u00e9s chaque ann\u00e9e.<\/h2><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><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>Les oeufs sont des produits instables et h\u00e9t\u00e9rog\u00e8nes, ils pr\u00e9sentent une variabilit\u00e9 naturelle, li\u00e9e principalement \u00e0 l\u2019\u00e2ge de la poule pondeuse. Des m\u00e9thodes de production planifi\u00e9es et des proc\u00e9dures efficaces de contr\u00f4le de la qualit\u00e9 permettent de limiter la variation des oeufs en triant les oeufs qui seront propos\u00e9s au consommateur de ceux qui seront utilis\u00e9s par l\u2019industrie agro-alimentaire ou la pharmacie.<\/p>\n\n\n\n<p class=\"is-style-cg-core-paragraph\">En 2018, une \u00e9quipe Capgemini sp\u00e9cialis\u00e9e dans le domaine de l\u2019intelligence artificielle a r\u00e9ussi \u00e0 impl\u00e9menter des algorithmes de deep learning dans les syst\u00e8mes SEeMAx, introduisant une plus grande souplesse dans les crit\u00e8res de tri. Depuis, la machine a appris \u00e0 distinguer une fissure d\u2019une rayure pour apporter une r\u00e9ponse et une solution au probl\u00e8me des fausses fissures et des oeufs rejet\u00e9s par erreur.<\/p>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para-video is-style-cg-sapphire2 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\"><h3 class=\"Video-title\" data-maxlength=\"34\">L&#8217;IA, et les oeufs<\/h3><div class=\"video-info\"><p data-maxlength=\"68\"><\/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\/vKqIokteetQ?rel=0&amp;modestbranding=1&amp;playsinline=1&amp;enablejsapi=1\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen loading=\"lazy\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe><\/div><\/div><\/div><div class=\"col-md-1\"><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<p>Avec ces nouveaux syst\u00e8mes, un oeuf n\u2019est plus bon ou mauvais comme sur les premi\u00e8res versions : il est r\u00e9parti dans 20 classes diff\u00e9rentes issues de l\u2019apprentissage sur des milliers d\u2019oeufs. D\u00e8s l\u2019installation de ce module d\u2019intelligence artificielle, Rica Granja a pu conserver 1,8 million d\u2019oeufs (1% de sa production annuelle de 180 millions d\u2019oeufs) qui auparavant \u00e9taient d\u00e9class\u00e9s vers l\u2019industrie agro-alimentaire au lieu d\u2019\u00eatre consomm\u00e9s.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-resultat\">R\u00e9sultat<\/h3>\n\n\n\n<p>Gr\u00e2ce au deep learning (m\u00e9thode d\u2019apprentissage) et aux algorithmes d\u00e9velopp\u00e9s par les data scientists de Capgemini, la solution SEeMAx <strong>augmente le taux de d\u00e9tection des oeufs, permet de r\u00e9duire les faux-rejets et garantit la s\u00e9curit\u00e9 sanitaire<\/strong>. Ainsi, le producteur valorise au mieux sa production tout en garantissant une s\u00e9curit\u00e9 sanitaire accrue.<\/p>\n\n\n\n<p>Au-del\u00e0 des am\u00e9liorations de productivit\u00e9 et des performances globales qu\u2019ont permis d\u2019apporter l\u2019impl\u00e9mentation de cette solution d\u2019IA, cette derni\u00e8re a \u00e9galement \u00e9t\u00e9 optimis\u00e9e pour <strong>r\u00e9duire son impact environnemental<\/strong>.<\/p>\n\n\n\n<p><br>En effet, face \u00e0 des donn\u00e9es trop sp\u00e9cifiques, il n\u2019a pas \u00e9t\u00e9 possible d\u2019utiliser des m\u00e9thodes de \u00ab transfer learning \u00bb pour ce projet malgr\u00e9 les gains \u00e9nerg\u00e9tiques potentiels de cette approche. Le mod\u00e8le personnalis\u00e9 a donc n\u00e9cessit\u00e9 environ 500 heures d\u2019entrainement sur une infrastructure priv\u00e9e en France. De plus, le mod\u00e8le a \u00e9t\u00e9 optimis\u00e9 gr\u00e2ce \u00e0 un framework qui a permis d\u2019obtenir des gains de performance de temps d\u2019ex\u00e9cution 10 fois sup\u00e9rieur pour un m\u00eame co\u00fbt \u00e9nerg\u00e9tique d\u2019entrainement. Le co\u00fbt li\u00e9 \u00e0 cette phase d\u2019entrainement repr\u00e9sente donc 9,38 kg eqCO2 soit l\u2019\u00e9quivalent de la production de 4 kg de tomates ou un steak de b\u0153uf de 250 g !<\/p>\n\n\n\n<p>En ce qui concerne la phase de production, au vue des performances de tri apport\u00e9es par l\u2019IA, chaque \u0153uf produit a ainsi r\u00e9duit de 1% son empreinte carbone. La consommation \u00e9nerg\u00e9tique suppl\u00e9mentaire li\u00e9e \u00e0 cette solution d\u2019IA repr\u00e9sente environ 100wh pour une cadence de 30 000 \u0153ufs tri\u00e9s par heure.<\/p>\n\n\n\n<p>Ainsi, chaque heure de production effectu\u00e9e dans l\u2019usine permet d\u2019\u00e9conomiser environ 65,9 kg eq CO2 (sur la base d\u2019un co\u00fbt de 221g eqCO2 par \u0153uf produit). La phase d\u2019apprentissage aura \u00e9t\u00e9 compens\u00e9e en 10 minutes de production.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>En collaborant avec SEeMAx et Capgemini, Rica Granja, industriel dans l\u2019agroalimentaire portugais, utilise l\u2019Intelligence Artificielle pour contr\u00f4ler et classer les oeufs en fonction de leur qualit\u00e9.<\/p>\n","protected":false},"author":103,"featured_media":680259,"template":"","meta":{"cg_dt_proposed_to":[21],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"8209af25-ff23-4d3e-ad4d-31d6f3aef799\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":false,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":true,"footnotes":"","client_logo_id":0,"client_logo_url":"","primary_term":"","featured_focal_points":""},"tags":[174],"brand":[30],"service":[49],"industry":[36],"partners":[],"country":[],"content-group":[],"class_list":["post-671502","client-story","type-client-story","status-publish","has-post-thumbnail","hentry","tag-ia-et-data","brand-capgemini","service-ia-data","industry-biens-et-services-de-consommation"],"yoast_head":"<!-- This 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