{"id":13351,"date":"2026-02-13T08:59:24","date_gmt":"2026-02-13T07:59:24","guid":{"rendered":"https:\/\/intra-dev-2.excellis.org\/?page_id=13351"},"modified":"2026-02-13T10:58:51","modified_gmt":"2026-02-13T09:58:51","slug":"entreprises","status":"publish","type":"page","link":"https:\/\/intra-dev-2.excellis.org\/?page_id=13351","title":{"rendered":"Traitement de Donn\u00e9es et de l\u2019Information, Intelligence Artificielle (IA)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"13351\" class=\"elementor elementor-13351\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d43410 e-flex e-con-boxed e-con e-parent\" data-id=\"5d43410\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-dbb5153 e-con-full e-flex e-con e-child\" data-id=\"dbb5153\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a6ce55a elementor-widget elementor-widget-image\" data-id=\"a6ce55a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"480\" height=\"113\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2025\/11\/GIPSA_trefle_poles_ligne.png\" class=\"attachment-large size-large wp-image-6543\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2025\/11\/GIPSA_trefle_poles_ligne.png 480w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2025\/11\/GIPSA_trefle_poles_ligne-300x71.png 300w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c93c56d elementor-widget elementor-widget-ova_list_link\" data-id=\"c93c56d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ova_list_link.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ova_list_link box-shadow\">\n\t\t\t\t\t\t<h3 class=\"title\">\n\t\t\t\tTh\u00e9matiques\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t<ul class=\"content\">\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<a href=\"https:\/\/intra-dev-2.excellis.org\/?page_id=13351\">\n\t\t\t\t\t\t\tTraitement de l&#039;information, Intelligence Artificielle\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"icon\">\n\t\t\t\t\t\t\t\t<i data-feather=\"chevron-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t    \t\t\t\t\t\t    \t\t\t\t\t\t\t<span class=\"icon-hover\">\n\t\t\t\t\t\t\t\t<i data-feather=\"arrow-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t \t\t\t\t\t\t<\/a>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<a href=\"https:\/\/intra-dev-2.excellis.org\/?page_id=13397\">\n\t\t\t\t\t\t\tSant\u00e9, Sport, Qualit\u00e9 de la Vie\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"icon\">\n\t\t\t\t\t\t\t\t<i data-feather=\"chevron-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t    \t\t\t\t\t\t    \t\t\t\t\t\t\t<span class=\"icon-hover\">\n\t\t\t\t\t\t\t\t<i data-feather=\"arrow-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t \t\t\t\t\t\t<\/a>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\tV\u00e9hicules et Objets Intelligents : Mobilit\u00e9 et Ville du futur\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"icon\">\n\t\t\t\t\t\t\t\t<i data-feather=\"chevron-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t    \t\t\t\t\t\t    \t\t\t\t\t\t\t<span class=\"icon-hover\">\n\t\t\t\t\t\t\t\t<i data-feather=\"arrow-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t \t\t\t\t\t\t<\/a>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\tIndustrie 4.0, Usine du futur\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"icon\">\n\t\t\t\t\t\t\t\t<i data-feather=\"chevron-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t    \t\t\t\t\t\t    \t\t\t\t\t\t\t<span class=\"icon-hover\">\n\t\t\t\t\t\t\t\t<i data-feather=\"arrow-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t \t\t\t\t\t\t<\/a>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\tRobotique\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"icon\">\n\t\t\t\t\t\t\t\t<i data-feather=\"chevron-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t    \t\t\t\t\t\t    \t\t\t\t\t\t\t<span class=\"icon-hover\">\n\t\t\t\t\t\t\t\t<i data-feather=\"arrow-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t \t\t\t\t\t\t<\/a>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\tCognition, Langage et Parole\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"icon\">\n\t\t\t\t\t\t\t\t<i data-feather=\"chevron-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t    \t\t\t\t\t\t    \t\t\t\t\t\t\t<span class=\"icon-hover\">\n\t\t\t\t\t\t\t\t<i data-feather=\"arrow-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t \t\t\t\t\t\t<\/a>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\tEnergie, Environnement, Gestion des ressources\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"icon\">\n\t\t\t\t\t\t\t\t<i data-feather=\"chevron-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t    \t\t\t\t\t\t    \t\t\t\t\t\t\t<span class=\"icon-hover\">\n\t\t\t\t\t\t\t\t<i data-feather=\"arrow-right\"><\/i>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t \t\t\t\t\t\t<\/a>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b5a616d e-con-full e-flex e-con e-child\" data-id=\"b5a616d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b153690 elementor-widget elementor-widget-heading\" data-id=\"b153690\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contact(s)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-795b1e6 elementor-widget elementor-widget-heading\" data-id=\"795b1e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Relations Entreprises et Partenaires<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edd7ecf elementor-widget elementor-widget-text-editor\" data-id=\"edd7ecf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"#\"><span style=\"color: #3366ff;\"><strong>Barbara COMIS<\/strong><\/span><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-578cc1a e-con-full e-flex e-con e-child\" data-id=\"578cc1a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd03884 elementor-widget elementor-widget-ova_heading\" data-id=\"fd03884\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ova_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ova-heading\">\n\t\t\t\n\t\t\t\t\t\t\t<h3 class=\"title second_font\">Des Comp\u00e9tences et des Outils au service de la R&amp;D\u200b<\/h3>\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bb1aa8 elementor-drop-cap-yes elementor-drop-cap-view-default elementor-widget elementor-widget-text-editor\" data-id=\"6bb1aa8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;drop_cap&quot;:&quot;yes&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"text-align-justify\">Les m\u00e9thodes de traitement du signal d\u00e9velopp\u00e9es au GIPSA-lab visent \u00e0 donner du sens \u00e0 des jeux de donn\u00e9es, \u00e0 en extraire l\u2019information encod\u00e9e et \u00e0 l\u2019utiliser pour <strong>caract\u00e9riser<\/strong>, <strong>comprendre<\/strong> et <strong>pr\u00e9dire<\/strong> le comportement de syst\u00e8mes o\u00f9 l\u2019interconnexion d\u2019un grand nombre d\u2019\u00e9l\u00e9ments cr\u00e9\u00e9 une dynamique complexe : le <strong>cerveau<\/strong>, le <strong>comportement des \u00eatres humains et leurs interactions<\/strong>, <strong>leur organisation<\/strong> <strong>physique<\/strong> (e.g. trafic, mobilit\u00e9, infrastructures, industrie) <strong>ou virtuelle<\/strong> (r\u00e9seaux sociaux).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-71ffe29 e-con-full e-flex e-con e-child\" data-id=\"71ffe29\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e7c249b e-con-full e-flex e-con e-child\" data-id=\"e7c249b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e41f0c2 elementor-widget elementor-widget-ova_list_checked\" data-id=\"e41f0c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ova_list_checked.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\n\t\t<div class=\"ova_list_checked\" >\n\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<i data-feather=\"check-circle\"><\/i>\n\t\t\t\t\t\t<span>Intelligence artificielle (AI) et apprentissage : machine learning (ML), deep learning, reinforcement learning \/ AI explicable et \u00e9valuation d\u2019incertitudes.<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<i data-feather=\"check-circle\"><\/i>\n\t\t\t\t\t\t<span>Hybridation AI et m\u00e9thodes classiques, ML et mod\u00e8les boite-noire ou bas\u00e9s sur la physique.<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<i data-feather=\"check-circle\"><\/i>\n\t\t\t\t\t\t<span>ML semi supervis\u00e9 et non supervis\u00e9 (gestion d\u2019informations\/\u00e9tiquetages manquants, h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 de la collection de donn\u00e9es).<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<i data-feather=\"check-circle\"><\/i>\n\t\t\t\t\t\t<span>ML pour la d\u00e9tection d\u2019anomalies, en temps r\u00e9el (comportements, objets en vid\u00e9os ou images).<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<i data-feather=\"check-circle\"><\/i>\n\t\t\t\t\t\t<span>Traitement automatique d\u2019images, vid\u00e9os, de la parole (synth\u00e8se vocale, silent speech, synth\u00e8se TSS incr\u00e9mentale), traitement automatique du langage naturel.<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<i data-feather=\"check-circle\"><\/i>\n\t\t\t\t\t\t<span>Compression et transmission de signaux (vid\u00e9os, images, parole, ...).<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<i data-feather=\"check-circle\"><\/i>\n\t\t\t\t\t\t<span>G\u00e9om\u00e9trie algorithmique\/computationnelle, discr\u00e9tisation d&#039;objets et surfaces, reconstruction de surfaces \u00e0 partir d&#039;images ou nuages de points.<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"item\">\n\t\t\t\t\t\t<i data-feather=\"check-circle\"><\/i>\n\t\t\t\t\t\t<span>\u00c9laboration de m\u00e9thodes pour faciliter l\u2019implantation d\u2019algorithmes de traitement de signal et d\u2019images sur des architectures.<\/span>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4a70ac elementor-widget elementor-widget-text-editor\" data-id=\"d4a70ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Le traitement de l&rsquo;information (signal, image) vise \u00e0 concevoir des m\u00e9thodes pertinentes, qui prennent en compte la nature et les besoins d&rsquo;utilisation de diff\u00e9rentes typologies de donn\u00e9es (multi-capteurs, multi-modalit\u00e9s, multi-composantes, multi-\u00e9chelle et s\u00e9ries multi-temporelles), qui permettent d\u2019exploiter la redondance de sources, d&rsquo;inclure l\u2019\u00e9ventuelle connaissance de liens entre diff\u00e9rentes signaux, informations (ph\u00e9nom\u00e8nes physiques, mod\u00e8le de capteurs, fonction de transfert li\u00e9e aux syst\u00e8mes d&rsquo;acquisition).<\/p>\n<p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-40ebcab e-con-full e-flex e-con e-child\" data-id=\"40ebcab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-abdf845 elementor-widget elementor-widget-heading\" data-id=\"abdf845\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ressources<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f5d0e6 elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"9f5d0e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.biometricupdate.com\/202212\/id3-biometric-liveness-detection-startup-face-alive-emerges-with-planned-ces-appearance\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-arrow-alt-circle-right\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256C504 119 393 8 256 8S8 119 8 256s111 248 248 248 248-111 248-248zm-448 0c0-110.5 89.5-200 200-200s200 89.5 200 200-89.5 200-200 200S56 366.5 56 256zm72 20v-40c0-6.6 5.4-12 12-12h116v-67c0-10.7 12.9-16 20.5-8.5l99 99c4.7 4.7 4.7 12.3 0 17l-99 99c-7.6 7.6-20.5 2.2-20.5-8.5v-67H140c-6.6 0-12-5.4-12-12z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Id3 biometric liveness detection startup Face-Alive emerges with planned CES appearance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-edecd6c e-con-full e-flex e-con e-child\" data-id=\"edecd6c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1f8dddd e-con-full e-flex e-con e-child\" data-id=\"1f8dddd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f12f79c e-con-full e-flex e-con e-child\" data-id=\"f12f79c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1eeecfa elementor-widget elementor-widget-heading\" data-id=\"1eeecfa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nos Start-Ups<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f6bd8d0 e-con-full e-flex e-con e-child\" data-id=\"f6bd8d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6f66d9 elementor-widget elementor-widget-image\" data-id=\"d6f66d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linksium.fr\/projets\/spooqs\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"701\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/180032_SPOOQS_9066f1429420b646b8ce9a90171bf97c-1024x701.jpg\" class=\"attachment-large size-large wp-image-13359\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/180032_SPOOQS_9066f1429420b646b8ce9a90171bf97c-1024x701.jpg 1024w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/180032_SPOOQS_9066f1429420b646b8ce9a90171bf97c-300x206.jpg 300w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/180032_SPOOQS_9066f1429420b646b8ce9a90171bf97c-768x526.jpg 768w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/180032_SPOOQS_9066f1429420b646b8ce9a90171bf97c-600x411.jpg 600w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/180032_SPOOQS_9066f1429420b646b8ce9a90171bf97c-560x384.jpg 560w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/180032_SPOOQS_9066f1429420b646b8ce9a90171bf97c.jpg 1454w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-882b661 elementor-widget elementor-widget-heading\" data-id=\"882b661\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">SPOOQS - Logiciel d\u2019effets vid\u00e9o et images (AI) facile d\u2019utilisation\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d6ea79 e-con-full e-flex e-con e-child\" data-id=\"2d6ea79\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e406e2 elementor-widget elementor-widget-image\" data-id=\"5e406e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.altransinnov.com\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"701\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Altrans-1024x701.png\" class=\"attachment-large size-large wp-image-13367\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Altrans-1024x701.png 1024w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Altrans-300x206.png 300w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Altrans-768x526.png 768w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Altrans-600x411.png 600w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Altrans-560x384.png 560w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Altrans.png 1454w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-285a2c0 elementor-widget elementor-widget-heading\" data-id=\"285a2c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">D\u00e9tection signes de panne @r\u00e9seaux \u00e9lectriques<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b28295 e-con-full e-flex e-con e-child\" data-id=\"7b28295\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec88ad3 elementor-widget elementor-widget-image\" data-id=\"ec88ad3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.altransinnov.com\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"701\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Amiral-1024x701.png\" class=\"attachment-large size-large wp-image-13372\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Amiral-1024x701.png 1024w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Amiral-300x206.png 300w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Amiral-768x526.png 768w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Amiral-600x411.png 600w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Amiral-560x384.png 560w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Amiral.png 1454w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d15aeb3 elementor-widget elementor-widget-heading\" data-id=\"d15aeb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">D\u00e9tection signes de panne @r\u00e9seaux \u00e9lectriques<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4ac1d22 e-con-full e-flex e-con e-child\" data-id=\"4ac1d22\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-434ae53 elementor-widget elementor-widget-image\" data-id=\"434ae53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.astriis.com\/fr\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"701\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Astriis-1024x701.png\" class=\"attachment-large size-large wp-image-13373\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Astriis-1024x701.png 1024w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Astriis-300x206.png 300w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Astriis-768x526.png 768w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Astriis-600x411.png 600w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Astriis-560x384.png 560w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Astriis.png 1454w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02fb4fd elementor-widget elementor-widget-heading\" data-id=\"02fb4fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Surveillance automatique et continue d\u2019engrenages, machines tournantes<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d2c2f7 e-con-full e-flex e-con e-child\" data-id=\"8d2c2f7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c08fbc4 elementor-widget elementor-widget-image\" data-id=\"c08fbc4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.ebikeos.com\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"701\" src=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Ebikelabs-1024x701.png\" class=\"attachment-large size-large wp-image-13377\" alt=\"\" srcset=\"https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Ebikelabs-1024x701.png 1024w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Ebikelabs-300x206.png 300w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Ebikelabs-768x526.png 768w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Ebikelabs-600x411.png 600w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Ebikelabs-560x384.png 560w, https:\/\/intra-dev-2.excellis.org\/wp-content\/uploads\/2026\/02\/Ebikelabs.png 1454w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d755f4c elementor-widget elementor-widget-heading\" data-id=\"d755f4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Rendre n\u2019importe quel v\u00e9lo \u00e9lectrique plus fiable, r\u00e9sistant aux vols et s\u00fbr\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Th\u00e9matiques Traitement de l&#039;information, Intelligence Artificielle Sant\u00e9, Sport, Qualit\u00e9 de la Vie V\u00e9hicules et Objets Intelligents : Mobilit\u00e9 et Ville du futur Industrie 4.0, Usine du futur Robotique Cognition, Langage et Parole Energie, Environnement, Gestion des ressources Contact(s) Relations Entreprises et Partenaires Barbara COMIS Des Comp\u00e9tences et des Outils au service de la R&amp;D\u200b Les [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":6539,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","footnotes":""},"class_list":["post-13351","page","type-page","status-publish","hentry"],"lang":"fr","translations":{"fr":13351},"pll_sync_post":[],"_links":{"self":[{"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/pages\/13351","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=13351"}],"version-history":[{"count":38,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/pages\/13351\/revisions"}],"predecessor-version":[{"id":13461,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/pages\/13351\/revisions\/13461"}],"up":[{"embeddable":true,"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=\/wp\/v2\/pages\/6539"}],"wp:attachment":[{"href":"https:\/\/intra-dev-2.excellis.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=13351"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}