{"id":31553,"date":"2025-05-11T13:54:12","date_gmt":"2025-05-11T13:54:12","guid":{"rendered":"https:\/\/aisuperior.com\/?p=31553"},"modified":"2025-05-11T13:54:12","modified_gmt":"2025-05-11T13:54:12","slug":"computer-vision-in-retail","status":"publish","type":"post","link":"https:\/\/aisuperior.com\/fr\/computer-vision-in-retail\/","title":{"rendered":"Vision par ordinateur dans le commerce de d\u00e9tail\u00a0: entreprises leaders"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">La vision par ordinateur dans le commerce de d\u00e9tail r\u00e9volutionne la fa\u00e7on dont les entreprises g\u00e8rent leurs op\u00e9rations, interagissent avec leurs clients et optimisent leurs processus de vente. En analysant les donn\u00e9es visuelles provenant de cam\u00e9ras et de capteurs, les d\u00e9taillants peuvent automatiser le suivi des stocks, am\u00e9liorer la pr\u00e9vention des pertes, enrichir l&#039;exp\u00e9rience client et obtenir des informations en temps r\u00e9el sur le comportement des clients en magasin. \u00c0 mesure que cette technologie gagne en maturit\u00e9, elle devient un \u00e9l\u00e9ment essentiel de la transformation num\u00e9rique des espaces de vente, en ligne comme hors ligne.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cet article met en lumi\u00e8re les applications concr\u00e8tes de la vision par ordinateur dans le secteur de la vente au d\u00e9tail et pr\u00e9sente une s\u00e9lection d&#039;entreprises proposant ces solutions. Des startups proposant des outils de surveillance des rayons aux grandes entreprises technologiques proposant des syst\u00e8mes de caisse bas\u00e9s sur l&#039;IA, les entreprises suivantes d\u00e9montrent comment l&#039;intelligence visuelle transforme l&#039;avenir du commerce de d\u00e9tail.<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone  wp-image-26755\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-300x81.png\" alt=\"\" width=\"256\" height=\"69\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-300x81.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-1024x275.png 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-768x207.png 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-1536x413.png 1536w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-2048x551.png 2048w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-18x5.png 18w\" sizes=\"(max-width: 256px) 100vw, 256px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">1. IA sup\u00e9rieure<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Chez AI Superior, nous mettons notre expertise en intelligence artificielle au service des distributeurs pour exploiter pleinement le potentiel des donn\u00e9es visuelles. Notre expertise en vision par ordinateur dans le commerce de d\u00e9tail vise \u00e0 transformer les op\u00e9rations traditionnelles en environnements intelligents et ax\u00e9s sur les donn\u00e9es. De l&#039;automatisation de la surveillance des rayons \u00e0 l&#039;analyse des habitudes de d\u00e9placement des clients, nous proposons des solutions qui am\u00e9liorent l&#039;efficacit\u00e9 op\u00e9rationnelle et l&#039;exp\u00e9rience en magasin. Depuis notre cr\u00e9ation en 2019 par les Dr Ivan Tankoyeu et Sergey Sukhanov, nous accompagnons nos clients du secteur de la distribution dans l&#039;am\u00e9lioration de l&#039;intelligence, de la r\u00e9activit\u00e9 et de la comp\u00e9titivit\u00e9 de leurs magasins.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nous abordons chaque mission en alignant la technologie sur les besoins m\u00e9tier. Lors de la mise en \u0153uvre de la vision par ordinateur dans les environnements de vente au d\u00e9tail, nous privil\u00e9gions une conception \u00e9volutive, une gestion pr\u00e9cise des risques et une livraison claire. Nos \u00e9quipes, compos\u00e9es de data scientists titulaires d&#039;un doctorat, d&#039;ing\u00e9nieurs en ML et de d\u00e9veloppeurs, collaborent \u00e9troitement pour garantir l&#039;efficacit\u00e9 et la fiabilit\u00e9 du d\u00e9ploiement et de la maintenance de solutions telles que la reconnaissance de produits, les cartes thermiques de fr\u00e9quentation et les contr\u00f4les visuels d&#039;inventaire. Notre structure de gestion de projet garantit que chaque initiative contribue aux objectifs de performance concrets du secteur de la vente au d\u00e9tail.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Au-del\u00e0 du d\u00e9ploiement, nous dotons les \u00e9quipes de vente au d\u00e9tail des outils et des comp\u00e9tences n\u00e9cessaires pour exploiter et faire \u00e9voluer les syst\u00e8mes de vision par ordinateur de mani\u00e8re autonome. Nous comprenons que la durabilit\u00e9 de l&#039;adoption de l&#039;IA ne se limite pas \u00e0 l&#039;\u00e9criture de code\u00a0: elle n\u00e9cessite un transfert de connaissances, une planification \u00e0 long terme et une optimisation continue. C&#039;est pourquoi notre travail ne s&#039;arr\u00eate pas \u00e0 la mise en \u0153uvre. Nous permettons \u00e0 nos clients de faire \u00e9voluer leurs capacit\u00e9s d&#039;IA \u00e0 mesure que leurs besoins \u00e9voluent, faisant de la vision par ordinateur dans le commerce de d\u00e9tail un atout pratique et durable plut\u00f4t qu&#039;une mise \u00e0 niveau ponctuelle.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Points saillants:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fond\u00e9e en 2019 par les experts Dr Ivan Tankoyeu et Dr Sergey Sukhanov<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sp\u00e9cialis\u00e9 dans l&#039;IA du monde r\u00e9el et la vision par ordinateur dans le commerce de d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Taux de r\u00e9ussite \u00e9lev\u00e9 dans les projets de preuve de concept (PoC) et de production<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gestion structur\u00e9e des risques et du cycle de vie des projets<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00c9quipe multidisciplinaire de scientifiques et d&#039;ing\u00e9nieurs de niveau doctorat<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9veloppement de strat\u00e9gies d\u2019IA et de donn\u00e9es<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Conception de syst\u00e8mes de vision par ordinateur pour la vente au d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optimisation des processus de vente au d\u00e9tail avec l&#039;IA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9couverte et \u00e9valuation de cas d&#039;utilisation de l&#039;IA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Formation, ateliers et transfert de connaissances en IA<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Coordonn\u00e9es:<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Site web:<\/span><a href=\"https:\/\/aisuperior.com\/fr\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">aisuperior.com<\/span><\/a><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Adresse : Robert-Bosch-Str.7, 64293 Darmstadt, Allemagne<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Email du contact: <\/span><span style=\"font-weight: 400;\">info@aisuperior.com<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Num\u00e9ro de t\u00e9l\u00e9phone : +49 6151 3943489<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">LinkedIn\u00a0:<\/span><a href=\"https:\/\/www.linkedin.com\/company\/ai-superior\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">www.linkedin.com\/company\/ai-superior<\/span><\/a><\/li>\n<li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Twitter:<\/span><a href=\"https:\/\/x.com\/aisuperior\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">x.com\/aisuperior<\/span><\/a><\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone  wp-image-31536\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/viso.png\" alt=\"\" width=\"224\" height=\"75\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/viso.png 281w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/viso-18x6.png 18w\" sizes=\"(max-width: 224px) 100vw, 224px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">2. Viso.ai<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Viso.ai propose Viso Suite, une plateforme qui aide les entreprises \u00e0 cr\u00e9er et g\u00e9rer des applications de vision par ordinateur sans avoir \u00e0 coder. Dans le commerce de d\u00e9tail, elle est utilis\u00e9e pour des t\u00e2ches telles que le comptage de personnes, le suivi des produits et l&#039;analyse du comportement des clients. Le syst\u00e8me peut fonctionner sur des appareils locaux, ce qui pr\u00e9serve la confidentialit\u00e9 des donn\u00e9es et r\u00e9duit le besoin de connexions internet.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les d\u00e9taillants peuvent utiliser Viso Suite \u00e0 chaque \u00e9tape de leurs projets d&#039;IA, de la collecte de donn\u00e9es et des mod\u00e8les d&#039;entra\u00eenement au d\u00e9ploiement et \u00e0 la gestion des applications. Cela signifie que les entreprises peuvent d\u00e9velopper leurs propres outils d&#039;analyse et d&#039;exploitation en magasin sur une seule plateforme.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9veloppement d&#039;applications de vision par ordinateur sans code<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Infrastructure de vision IA de bout en bout<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Outils de surveillance et de d\u00e9ploiement en temps r\u00e9el<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions sectorielles pour les transports, l&#039;agriculture, la fabrication, la sant\u00e9, la vente au d\u00e9tail et les villes intelligentes<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : viso.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/visoai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/viso_ai<\/span><\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"alignnone  wp-image-18621\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/Netguru-300x57.png\" alt=\"\" width=\"264\" height=\"50\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/Netguru-300x57.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/Netguru.png 514w\" sizes=\"(max-width: 264px) 100vw, 264px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">3. Netguru<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Netguru cr\u00e9e des outils de vision par ordinateur qui aident les commerces de d\u00e9tail \u00e0 comprendre comment les clients se d\u00e9placent en magasin et interagissent avec les produits. Ils utilisent la reconnaissance d&#039;images et l&#039;analyse vid\u00e9o pour suivre l&#039;activit\u00e9 en rayon, surveiller les flux de client\u00e8le et d\u00e9tecter le comportement des clients dans les diff\u00e9rents espaces du magasin.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Leurs solutions peuvent \u00eatre connect\u00e9es \u00e0 des cam\u00e9ras de s\u00e9curit\u00e9 ou \u00e0 d&#039;autres syst\u00e8mes en magasin. Les d\u00e9taillants peuvent ainsi collecter des donn\u00e9es en temps r\u00e9el pour am\u00e9liorer l&#039;agencement des magasins, ajuster les effectifs et g\u00e9rer plus efficacement les pr\u00e9sentations de produits. Elles soutiennent \u00e9galement les projets o\u00f9 les donn\u00e9es visuelles contribuent \u00e0 l&#039;automatisation des contr\u00f4les d&#039;inventaire et du service client.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9veloppement et conseil en IA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions d&#039;IA g\u00e9n\u00e9rative<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ing\u00e9nierie et analyse des donn\u00e9es<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9veloppement de logiciels personnalis\u00e9s pour la vente au d\u00e9tail et le commerce \u00e9lectronique<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : www.netguru.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse : Centre de bureaux Nowe Garbary, ul. Ma\u0142e Garbary 9, 61-756 Pozna\u0144, Pologne<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Courriel : hello@netguru.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn\u00a0: www.linkedin.com\/company\/netguru<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/netguru<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/netguru<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-19127\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/Appinventiv-300x66.png\" alt=\"\" width=\"259\" height=\"57\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/Appinventiv-300x66.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/Appinventiv-18x4.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/06\/Appinventiv.png 480w\" sizes=\"(max-width: 259px) 100vw, 259px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">4. Appinventiv<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Appinventiv d\u00e9veloppe des logiciels utilisant la vision par ordinateur pour aider les magasins \u00e0 g\u00e9rer leurs stocks et leur achalandage. Leurs syst\u00e8mes utilisent des cam\u00e9ras et l&#039;analyse d&#039;images pour suivre l&#039;activit\u00e9 des points de vente. Ils proposent \u00e9galement des outils connectables \u00e0 d&#039;autres syst\u00e8mes de vente au d\u00e9tail, permettant ainsi d&#039;exploiter les donn\u00e9es issues des images pour optimiser les op\u00e9rations.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les d\u00e9taillants utilisent ces outils pour surveiller les rayons et suivre les interactions clients. Gr\u00e2ce \u00e0 la reconnaissance visuelle bas\u00e9e sur l&#039;IA, les solutions d&#039;Appinventiv permettent un traitement pr\u00e9cis et efficace des donn\u00e9es visuelles, aidant ainsi les d\u00e9taillants \u00e0 optimiser la gestion des stocks et \u00e0 offrir des exp\u00e9riences client personnalis\u00e9es.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9veloppement d&#039;IA et de ML personnalis\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions de vision par ordinateur pour le commerce de d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9veloppement d&#039;applications mobiles et Web<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Conseil en transformation digitale<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : www.appinventiv.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse : 79 Madison Ave Manhattan, NY 10001, \u00c9tats-Unis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00e9l\u00e9phone : +1 646 585 0501<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn\u00a0: www.linkedin.com\/company\/appinventiv<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/appinventiv<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/appInventiv<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Instagram\u00a0: www.instagram.com\/appinventiv<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31274\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/AlwaysAI-300x85.png\" alt=\"\" width=\"244\" height=\"69\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/AlwaysAI-300x85.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/AlwaysAI-18x5.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/AlwaysAI.png 422w\" sizes=\"(max-width: 244px) 100vw, 244px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">5. alwaysAI<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">alwaysAI fournit des outils de vision par ordinateur qui aident les d\u00e9taillants \u00e0 surveiller l&#039;activit\u00e9 en magasin en temps r\u00e9el. Leur technologie permet de compter le nombre de personnes pr\u00e9sentes dans un magasin, de suivre les d\u00e9placements des clients et de d\u00e9tecter d&#039;\u00e9ventuels vols. Cela permet aux magasins de mieux g\u00e9rer leur personnel et d&#039;am\u00e9liorer le service client.<\/span><a href=\"https:\/\/blog.google\/products\/google-cloud\/google-cloud-ai-retailers-nrf-2025\/?utm_source=chatgpt.com\"><span style=\"font-weight: 400;\">\u00a0<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Les d\u00e9taillants peuvent utiliser la plateforme alwaysAI pour configurer ces syst\u00e8mes sur leurs propres appareils. Ces outils sont con\u00e7us pour \u00eatre faciles \u00e0 utiliser et fonctionnent sans connexion internet permanente. Les magasins peuvent ainsi obtenir des informations rapidement et s\u00e9curiser davantage les donn\u00e9es clients.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions de vision par ordinateur en temps r\u00e9el<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9ploiement de l&#039;IA Edge pour l&#039;analyse du commerce de d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9tection d&#039;objets et reconnaissance faciale<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9veloppement et d\u00e9ploiement de mod\u00e8les personnalis\u00e9s<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : alwaysai.co<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse\u00a0: 160 Chesterfield Dr STE 102, Cardiff, CA 92007, \u00c9tats-Unis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/alwaysai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/alwaysai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Instagram : www.instagram.com\/_alwaysai<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-30265\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/03\/azilen-e1746971049770.png\" alt=\"\" width=\"238\" height=\"74\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">6. Azil\u00e8ne<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Azilen Technologies d\u00e9veloppe des solutions de vision par ordinateur qui aident les d\u00e9taillants \u00e0 analyser les images et les vid\u00e9os. Leurs services permettent d&#039;identifier les produits en rayon, de suivre les niveaux de stock et de surveiller le comportement des clients. Ces informations aident les magasins \u00e0 prendre de meilleures d\u00e9cisions concernant le placement des produits et la gestion des stocks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gr\u00e2ce aux outils d&#039;Azilen, les commer\u00e7ants peuvent automatiser des t\u00e2ches auparavant effectu\u00e9es manuellement. Cela am\u00e9liore l&#039;efficacit\u00e9 op\u00e9rationnelle et r\u00e9duit les erreurs. La technologie s&#039;adapte \u00e0 diff\u00e9rents environnements et besoins de vente au d\u00e9tail.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Services d&#039;ing\u00e9nierie de produits<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions d&#039;IA et d&#039;apprentissage automatique<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Applications de vision par ordinateur pour le commerce de d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Services Cloud et DevOps<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : www.azilen.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse\u00a0: 5432 Geary Blvd, Unit #527, San Francisco, CA 94121, \u00c9tats-Unis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00e9l\u00e9phone : +1 989 2879400<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Courriel : info@azilen.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/azilen-technologies-pvt-ltd<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/AzilenTech<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/AzilenTechnologies<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Instagram : www.instagram.com\/azilentech<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-29589\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/Amazon-Web-Services-AWS-AI.png\" alt=\"\" width=\"204\" height=\"123\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/Amazon-Web-Services-AWS-AI.png 290w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/02\/Amazon-Web-Services-AWS-AI-18x12.png 18w\" sizes=\"(max-width: 204px) 100vw, 204px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">7. Amazon Web Services (AWS)<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">AWS propose des services de vision par ordinateur comme Amazon Rekognition, qui analysent des images et des vid\u00e9os pour d\u00e9tecter des objets, des personnes et des activit\u00e9s. Les commer\u00e7ants utilisent ces outils pour surveiller la fr\u00e9quentation de leurs magasins, g\u00e9rer leurs stocks et renforcer la s\u00e9curit\u00e9. Par exemple, les magasins Amazon Go utilisent cette technologie pour des exp\u00e9riences d&#039;achat sans caisse.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ces services peuvent \u00eatre int\u00e9gr\u00e9s aux syst\u00e8mes de vente existants et s&#039;adapter \u00e0 la taille et aux besoins du magasin. Gr\u00e2ce \u00e0 l&#039;infrastructure cloud d&#039;AWS, les d\u00e9taillants peuvent traiter et analyser efficacement de grandes quantit\u00e9s de donn\u00e9es visuelles.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Amazon Rekognition pour l&#039;analyse d&#039;images et de vid\u00e9os<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AWS Panorama pour les applications de vision par ordinateur de pointe<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00c9tiquettes personnalis\u00e9es pour les mod\u00e8les d&#039;entra\u00eenement avec vos propres donn\u00e9es<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Int\u00e9gration avec d&#039;autres services AWS pour un d\u00e9ploiement \u00e9volutif<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : aws.amazon.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn\u00a0: www.linkedin.com\/company\/amazon-web-services<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/awscloud<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/amazonwebservices<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Instagram : www.instagram.com\/amazonwebservices<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31479\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/saiwa.-ai-300x263.png\" alt=\"\" width=\"198\" height=\"173\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/saiwa.-ai-300x263.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/saiwa.-ai-1024x896.png 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/saiwa.-ai-768x672.png 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/saiwa.-ai-1536x1344.png 1536w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/saiwa.-ai-2048x1792.png 2048w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/saiwa.-ai-14x12.png 14w\" sizes=\"(max-width: 198px) 100vw, 198px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">8. Saiwa<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Saiwa.ai propose des solutions de vision par ordinateur qui aident les commer\u00e7ants \u00e0 automatiser les processus de paiement et \u00e0 surveiller les niveaux de stock. Leur technologie permet de reconna\u00eetre les produits et de suivre les interactions des clients, offrant ainsi des exp\u00e9riences d&#039;achat personnalis\u00e9es.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En utilisant les outils de Saiwa.ai, les magasins peuvent r\u00e9duire le travail manuel et am\u00e9liorer la pr\u00e9cision de leurs op\u00e9rations. Le syst\u00e8me est con\u00e7u pour pr\u00e9server la confidentialit\u00e9 des donn\u00e9es clients et garantir leur traitement s\u00e9curis\u00e9.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions de vision par ordinateur bas\u00e9es sur l&#039;IA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analyse vid\u00e9o en temps r\u00e9el<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9veloppement et d\u00e9ploiement de mod\u00e8les personnalis\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Applications sectorielles sp\u00e9cifiques en mati\u00e8re de s\u00e9curit\u00e9 et de surveillance<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : saiwa.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse : 4-1426 Wallace Road Oakville, ON L6L 2Y2<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00e9l\u00e9phone : +15148131809<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Courriel : info@saiwa.ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/saiwa<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/saiwadotai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/saiwaco<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-18078\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/InData-Labs-300x111.jpg\" alt=\"\" width=\"249\" height=\"92\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/InData-Labs-300x111.jpg 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/InData-Labs.jpg 458w\" sizes=\"(max-width: 249px) 100vw, 249px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">9. Laboratoires InData<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">InData Labs cr\u00e9e des outils de vision par ordinateur pour aider les magasins \u00e0 analyser les images et les vid\u00e9os. Leurs syst\u00e8mes d\u00e9tectent les produits, les personnes et les activit\u00e9s gr\u00e2ce au deep learning. Les d\u00e9taillants l&#039;utilisent pour surveiller les rayons, analyser le trafic et suivre les stocks. Ces outils fonctionnent avec les cam\u00e9ras de s\u00e9curit\u00e9 et les enregistrements vid\u00e9o des magasins.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ils proposent des services tels que le marquage d&#039;images, la d\u00e9tection de visages et le suivi d&#039;objets. Les d\u00e9taillants les utilisent pour automatiser les t\u00e2ches et r\u00e9duire les contr\u00f4les manuels. Leurs outils contribuent \u00e9galement \u00e0 am\u00e9liorer l&#039;agencement et les d\u00e9cisions de r\u00e9approvisionnement. InData Labs personnalise ses outils en fonction de la taille et du format des magasins.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Conseil et d\u00e9veloppement en vision par ordinateur<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions d&#039;analyse d&#039;images et de vid\u00e9os<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e9veloppement de mod\u00e8les d&#039;IA personnalis\u00e9s<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Applications dans le commerce de d\u00e9tail, la sant\u00e9 et la logistique<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : indatalabs.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse\u00a0: 333 SE 2e Avenue, Suite 2000, Floride, 33131, Miami<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00e9l\u00e9phone : +1 305 447 7330<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Courriel : info@indatalabs.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn\u00a0: www.linkedin.com\/company\/indata-labs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter\u00a0: x.com\/InDataLabs<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/indatalabs<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-25767\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/11\/PixelPlex-e1746971124614.png\" alt=\"\" width=\"248\" height=\"76\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/11\/PixelPlex-e1746971124614.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/11\/PixelPlex-e1746971124614-18x6.png 18w\" sizes=\"(max-width: 248px) 100vw, 248px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">10. PixelPlex<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">PixelPlex d\u00e9veloppe des syst\u00e8mes de vision par ordinateur qui identifient les produits et les personnes en magasin. Les d\u00e9taillants utilisent cette technologie pour surveiller les d\u00e9placements et les d\u00e9placements des clients. PixelPlex suit \u00e9galement les niveaux de stock et le positionnement des articles. Ces informations facilitent les modifications d&#039;agencement et de planification.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Leurs outils incluent la d\u00e9tection d&#039;objets, la reconnaissance de sc\u00e8nes et la visualisation de donn\u00e9es. Les d\u00e9taillants peuvent exploiter ces fonctionnalit\u00e9s pour accro\u00eetre leur efficacit\u00e9 et r\u00e9duire les erreurs humaines. Les syst\u00e8mes peuvent se connecter \u00e0 d&#039;autres outils du magasin, comme les logiciels de point de vente ou d&#039;inventaire, ce qui permet de combiner les donn\u00e9es visuelles avec les indicateurs commerciaux.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions de vision par ordinateur personnalis\u00e9es pour le commerce de d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">G\u00e9n\u00e9ration de cartes thermiques pour l&#039;analyse du comportement des clients<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optimisation de l&#039;agencement intelligent des magasins<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Am\u00e9liorations du merchandising visuel<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : pixelplex.io<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse : 520 West 28th St., Suite 31, New York, NY 10001<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00e9l\u00e9phone : +1 (646) 490-0772\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Courriel : info@pixelplex.io<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/pixelplex-inc<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/pixelplexinc<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/pixelplex.inc<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31465\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/roboflow-300x82.png\" alt=\"\" width=\"249\" height=\"68\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">11. Roboflow<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Roboflow fournit des outils pour entra\u00eener et d\u00e9ployer des mod\u00e8les de vision par ordinateur. Les d\u00e9taillants peuvent l&#039;utiliser pour cr\u00e9er des syst\u00e8mes capables de reconna\u00eetre les produits, de scanner les rayons et de suivre le parcours client. La plateforme propose des mod\u00e8les pr\u00e9d\u00e9finis et personnalisables. Elle permet aux magasins de d\u00e9marrer sans intervention technique importante.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les utilisateurs t\u00e9l\u00e9chargent des images, les \u00e9tiquettent et entra\u00eenent des mod\u00e8les sur la plateforme Roboflow. Ces mod\u00e8les peuvent \u00eatre d\u00e9ploy\u00e9s sur les cam\u00e9ras des magasins ou sur les p\u00e9riph\u00e9riques. Cela permet une analyse en temps r\u00e9el des op\u00e9rations en magasin. Roboflow est utilis\u00e9 par les petites et grandes \u00e9quipes de vente au d\u00e9tail.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Outils de vision par ordinateur pour la vente au d\u00e9tail et le commerce \u00e9lectronique<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cat\u00e9gorisation et attribution automatis\u00e9es des images<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Surveillance et analyse des files d&#039;attente au d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cr\u00e9ation de planogrammes \u00e0 l&#039;aide de la vision par ordinateur<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : roboflow.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/roboflow-ai<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/roboflow<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-21041\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/07\/matellio-300x98.png\" alt=\"\" width=\"245\" height=\"80\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/07\/matellio-300x98.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/07\/matellio-18x6.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/07\/matellio.png 392w\" sizes=\"(max-width: 245px) 100vw, 245px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">12. Matellio<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Matellio d\u00e9veloppe des syst\u00e8mes de vision par ordinateur qui aident les d\u00e9taillants \u00e0 automatiser les t\u00e2ches de surveillance en magasin. Leur technologie permet de suivre les mouvements des produits, d&#039;analyser le comportement des clients et de d\u00e9tecter les probl\u00e8mes de s\u00e9curit\u00e9 gr\u00e2ce aux flux vid\u00e9o. Les d\u00e9taillants utilisent ces outils pour am\u00e9liorer le fonctionnement de leurs magasins, r\u00e9duire les vols et g\u00e9rer plus efficacement les stocks.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les syst\u00e8mes sont personnalisables en fonction de la taille du magasin et de ses besoins sp\u00e9cifiques, et s&#039;int\u00e8grent \u00e0 d&#039;autres plateformes num\u00e9riques comme les logiciels de gestion des stocks ou les syst\u00e8mes de point de vente. Les solutions Matellio sont utilis\u00e9es aussi bien par les grandes cha\u00eenes de distribution que par les petits points de vente pour r\u00e9duire les t\u00e2ches manuelles et am\u00e9liorer la visibilit\u00e9 op\u00e9rationnelle.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions d&#039;IA pour le commerce de d\u00e9tail, y compris les applications de vision par ordinateur<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gestion des stocks \u00e0 l&#039;aide de la vision par ordinateur<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analyse du comportement des clients gr\u00e2ce \u00e0 des donn\u00e9es visuelles<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analyse des rayons de vente au d\u00e9tail et surveillance de la conformit\u00e9<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Internet : www.matellio.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse\u00a0: 675 North First Street, Suite 1240, San Jose, CA 95112, \u00c9tats-Unis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00e9l\u00e9phone\u00a0: +1-408-560-1910<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Courriel : info@matellio.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/matellio<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/Matellio_Inc<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/Matellio<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-20244\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/07\/google-cloud-e1746971189531-300x61.jpg\" alt=\"\" width=\"275\" height=\"56\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/07\/google-cloud-e1746971189531-300x61.jpg 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/07\/google-cloud-e1746971189531-18x4.jpg 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/07\/google-cloud-e1746971189531.jpg 690w\" sizes=\"(max-width: 275px) 100vw, 275px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">13. Google Cloud<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Google Cloud propose des services de vision par ordinateur tels que Vision AI, qui permettent aux d\u00e9taillants d&#039;analyser des images et des vid\u00e9os \u00e0 grande \u00e9chelle. Ces outils permettent de reconna\u00eetre les produits, de surveiller les rayons et d&#039;analyser les actions des clients dans plusieurs magasins. La plateforme prend \u00e9galement en charge le marquage automatique et la d\u00e9tection d&#039;objets.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les d\u00e9taillants connectent souvent les outils Google \u00e0 leurs syst\u00e8mes d&#039;analyse ou d&#039;inventaire existants pour optimiser leurs analyses. Ce service, bas\u00e9 sur le cloud, permet un d\u00e9ploiement \u00e0 grande \u00e9chelle et un traitement rapide des donn\u00e9es visuelles. Il permet d&#039;automatiser les t\u00e2ches r\u00e9p\u00e9titives et de g\u00e9n\u00e9rer des analyses \u00e0 partir des cam\u00e9ras en magasin.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Outils d&#039;IA de vision pour l&#039;analyse d&#039;images et de vid\u00e9os<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Outils d&#039;IA pour l&#039;inventaire des rayons des d\u00e9taillants<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions personnalis\u00e9es de marketing et d&#039;optimisation des stocks<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Informations en temps r\u00e9el sur le comportement des clients en magasin<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : cloud.google.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse : 111 8th Ave, New York, NY 10011<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Courriel : press@google.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/google<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/google<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/Google<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Instagram : www.instagram.com\/google<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31473\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/trigo-300x128.png\" alt=\"\" width=\"218\" height=\"93\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/trigo-300x128.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/trigo-18x8.png 18w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/05\/trigo.png 512w\" sizes=\"(max-width: 218px) 100vw, 218px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">14. Trigo<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Trigo d\u00e9veloppe une technologie de vision par ordinateur pour les magasins sans caissier. Gr\u00e2ce \u00e0 des cam\u00e9ras fix\u00e9es au plafond et \u00e0 un traitement par IA en temps r\u00e9el, leurs syst\u00e8mes suivent les d\u00e9placements de chaque client et les articles s\u00e9lectionn\u00e9s. Cette configuration permet aux magasins de facturer automatiquement leurs clients sans scanner manuellement ni passer par les caisses.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Les d\u00e9taillants adoptent le syst\u00e8me Trigo pour moderniser leurs op\u00e9rations en magasin et r\u00e9duire leurs co\u00fbts de main-d&#039;\u0153uvre. La plateforme collecte \u00e9galement des donn\u00e9es sur la popularit\u00e9 des produits, les habitudes d&#039;achat et la navigation en magasin. Elle est g\u00e9n\u00e9ralement utilis\u00e9e dans les supermarch\u00e9s et les petits commerces urbains qui recherchent des agencements performants.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Vision par ordinateur IA pour le commerce de d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions de pr\u00e9vention des pertes et de gestion des magasins<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Technologie de magasin autonome<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Am\u00e9liorations de l&#039;exp\u00e9rience client et employ\u00e9<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : www.trigoretail.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse : rue Zisman Shalom 14, Ramat Gan, 5252903<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/trigoretail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/TrigoRetail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/trigoretail<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-18350\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/04\/Addepto-300x90.png\" alt=\"\" width=\"247\" height=\"74\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">15. Addepto<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Addepto fournit des solutions de vision par ordinateur aux d\u00e9taillants, ax\u00e9es sur l&#039;automatisation des processus et l&#039;extraction de donn\u00e9es \u00e0 partir de contenu visuel. Leurs syst\u00e8mes permettent d&#039;analyser l&#039;\u00e9tat des rayons, les interactions clients et le placement des produits gr\u00e2ce \u00e0 des flux vid\u00e9o ou des photos. Les d\u00e9taillants utilisent ces informations pour optimiser l&#039;agencement de leurs magasins et surveiller la performance de leurs employ\u00e9s.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Leurs solutions prennent \u00e9galement en charge les syst\u00e8mes de caisse sans caissier, les alertes en temps r\u00e9el et le suivi automatique de la conformit\u00e9. Addepto int\u00e8gre ses outils \u00e0 des syst\u00e8mes de donn\u00e9es plus vastes, permettant ainsi d&#039;exploiter les informations visuelles pour les pr\u00e9visions ou la planification des stocks. Leurs services s&#039;adressent aussi bien aux grandes cha\u00eenes qu&#039;aux moyennes enseignes de distribution.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions de vision par ordinateur pour l&#039;analyse des rayons de vente au d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Moteurs de d\u00e9tection automatis\u00e9s de la qualit\u00e9 d&#039;image<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analyse de la conformit\u00e9 du commerce de d\u00e9tail \u00e0 l&#039;aide de l&#039;IA<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Collecte de donn\u00e9es en temps r\u00e9el et suivi des performances des employ\u00e9s<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : addepto.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse : 1423 Broadway, New York, 11106<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Courriel : hi@addepto.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : pl.linkedin.com\/company\/addepto<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/addepto<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook\u00a0: www.facebook.com\/addeptoanalytics<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-31313\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Cogent-Infotech-e1746971271745.png\" alt=\"\" width=\"240\" height=\"78\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Cogent-Infotech-e1746971271745.png 225w, https:\/\/aisuperior.com\/wp-content\/uploads\/2025\/04\/Cogent-Infotech-e1746971271745-18x6.png 18w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">16. Cogent Infotech<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">CogentInfo d\u00e9veloppe des outils de vision par ordinateur qui aident les d\u00e9taillants \u00e0 comprendre le comportement en magasin et \u00e0 optimiser la pr\u00e9sentation des produits. Leurs syst\u00e8mes suivent les d\u00e9placements des clients, d\u00e9tectent les affluences et analysent les interactions avec les marchandises. Cela permet aux d\u00e9taillants d&#039;am\u00e9liorer l&#039;agencement, de g\u00e9rer le personnel et d&#039;ajuster les promotions.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ils proposent \u00e9galement un suivi des stocks et des analyses de s\u00e9curit\u00e9 gr\u00e2ce \u00e0 l&#039;infrastructure de vid\u00e9osurveillance existante. Cette technologie est con\u00e7ue pour fonctionner en temps r\u00e9el et g\u00e9n\u00e9rer des alertes en cas d&#039;\u00e9v\u00e9nements tels que des rayons vides ou une activit\u00e9 inhabituelle. Les d\u00e9taillants l&#039;utilisent pour r\u00e9duire leurs co\u00fbts, am\u00e9liorer l&#039;exp\u00e9rience d&#039;achat et obtenir des informations visuelles sur leur activit\u00e9.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Prestations de service:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Solutions de vision par ordinateur pour le commerce de d\u00e9tail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Optimisation de l&#039;agencement du magasin \u00e0 l&#039;aide de donn\u00e9es visuelles<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Suivi et analyse du comportement des clients<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Am\u00e9liorer l&#039;exp\u00e9rience client sur place<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Contacts et informations sur les r\u00e9seaux sociaux\u00a0:<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Site Web : www.cogentinfo.com<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Adresse : 1035 Boyce Rd, Pittsburgh, PA 15241<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LinkedIn : www.linkedin.com\/company\/cogentinfo<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Twitter : x.com\/cogentinfo<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Facebook : www.facebook.com\/cogentinfo<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Instagram : www.instagram.com\/cogentinfo<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Conclusion<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">L&#039;int\u00e9gration de la vision par ordinateur dans le commerce de d\u00e9tail transforme le secteur en am\u00e9liorant l&#039;exp\u00e9rience client, en optimisant les op\u00e9rations et en fournissant des informations pr\u00e9cieuses sur le comportement des consommateurs. Les entreprises cit\u00e9es ci-dessus sont \u00e0 l&#039;avant-garde de cette r\u00e9volution technologique et proposent des solutions innovantes r\u00e9pondant aux diff\u00e9rents besoins du secteur. Face \u00e0 l&#039;\u00e9volution constante du secteur, l&#039;adoption des technologies de vision par ordinateur sera cruciale pour les entreprises souhaitant rester comp\u00e9titives et r\u00e9pondre aux demandes en constante \u00e9volution des consommateurs.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Computer vision in retail is revolutionizing how businesses manage operations, engage customers, and optimize sales processes. By analyzing visual data from cameras and sensors, retailers can automate inventory tracking, enhance loss prevention, improve customer experiences, and gain real-time insights into in-store behavior. As the technology matures, it is becoming a critical component in the digital [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":31554,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[8],"tags":[],"class_list":["post-31553","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Computer Vision in Retail: Key Applications &amp; Providers<\/title>\n<meta name=\"description\" content=\"Explore how computer vision is transforming retail through automation, customer insights, and inventory management. 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