{"id":10017,"date":"2025-11-12T10:26:54","date_gmt":"2025-11-12T10:26:54","guid":{"rendered":"https:\/\/aipix.ai\/blog\/?p=10017"},"modified":"2025-12-22T10:56:47","modified_gmt":"2025-12-22T10:56:47","slug":"deploiement-de-lanalyse-video-comparaison-des-analyses-video-integrees-a-la-camera-et-sur-serveur-et-leurs-applications","status":"publish","type":"post","link":"https:\/\/aipix.ai\/blog\/fr\/video-analytics-deployment-comparing-in-camera-and-server-based-video-analytics-and-their-applications\/","title":{"rendered":"D\u00e9ploiement de l&#039;analyse vid\u00e9o\u00a0: comparaison des analyses vid\u00e9o int\u00e9gr\u00e9es et sur serveur et de leurs applications"},"content":{"rendered":"<h1 class=\"wp-block-heading\">Analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra et sur serveur \u2013 Aipix prend en charge les deux<\/h1>\n\n\n  \r\n<style>\r\n  .wpj-jtoc.--jtoc-theme-original.--jtoc-has-custom-styles {\r\n      --jtoc-numeration-suffix: \". \";    }\r\n          .wpj-jtoc.--jtoc-theme-original.--jtoc-has-custom-styles {\r\n      --jtoc-hierarchy-offset: 15px;\n--jtoc-background-color: #efefef;\n--jtoc-toc-box-shadow: 0 0 16px #c2c2c280;\n--jtoc-title-color: #000000;\n--jtoc-toggle-color: rgba(22,249,211,0.92);\n--jtoc-link-margin: 0 0 5px 0;\n--jtoc-link-font-size: 125%;    }<\/style>\r\n\r\n<div id=\"wpj-jtoc\" class=\"wpj-jtoc wpj-jtoc--main --jtoc-the-content --jtoc-theme-original --jtoc-title-align-left --jtoc-toggle-icon --jtoc-toggle-position-right --jtoc-toggle-1 --jtoc-has-numeration --jtoc-has-custom-styles --jtoc-is-unfolded\" >\r\n  <!-- TOC -->\r\n  <div class=\"wpj-jtoc--toc\" >\r\n              <div class=\"wpj-jtoc--header\">\r\n        <div class=\"wpj-jtoc--header-main\">\r\n                    <div class=\"wpj-jtoc--title\">\r\n                        <span class=\"wpj-jtoc--title-label\">Table des mati\u00e8res<\/span>\r\n          <\/div>\r\n                                <div class=\"wpj-jtoc--toggle-wrap\">\r\n                                                          <div class=\"wpj-jtoc--toggle-box\">\r\n                  <div class=\"wpj-jtoc--toggle\"><\/div>\r\n                <\/div>\r\n                          <\/div>\r\n                  <\/div>\r\n      <\/div>\r\n            <div class=\"wpj-jtoc--body\">\r\n            <nav class=\"wpj-jtoc--nav\">\r\n        <ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h2\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"2\">\r\n                        <a href=\"#video-analytics-trends-in-2025\" title=\"Tendances de l&#039;analyse vid\u00e9o en 2025\" data-numeration=\"1\" >Tendances de l&#039;analyse vid\u00e9o en 2025<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h2\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"2\">\r\n                        <a href=\"#in-camera-video-analytics-deployment-smart-processing-inside-the-device\" title=\"D\u00e9ploiement de l&#039;analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra. Traitement intelligent au sein de l&#039;appareil.\" data-numeration=\"2\" >D\u00e9ploiement de l&#039;analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra. Traitement intelligent au sein de l&#039;appareil.<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#what-is-in-camera-video-analytics\" title=\"Qu\u2019est-ce que l\u2019analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra\u00a0?\" data-numeration=\"2.1\" >Qu\u2019est-ce que l\u2019analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra\u00a0?<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#what-are-the-key-features-of-in-camera-video-analytics\" title=\"Quelles sont les principales fonctionnalit\u00e9s de l&#039;analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra\u00a0?\" data-numeration=\"2.2\" >Quelles sont les principales fonctionnalit\u00e9s de l&#039;analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra\u00a0?<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#benefits-of-in-camera-video-analytics-software\" title=\"Avantages du logiciel d&#039;analyse vid\u00e9o int\u00e9gr\u00e9 \u00e0 la cam\u00e9ra\" data-numeration=\"2.3\" >Avantages du logiciel d&#039;analyse vid\u00e9o int\u00e9gr\u00e9 \u00e0 la cam\u00e9ra<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#best-use-cases-of-built-in-camera-analytics\" title=\"Exemples d&#039;utilisation optimale de l&#039;analyse int\u00e9gr\u00e9e de la cam\u00e9ra\u00a0\" data-numeration=\"2.4\" >Exemples d&#039;utilisation optimale de l&#039;analyse int\u00e9gr\u00e9e de la cam\u00e9ra\u00a0<\/a>\r\n                    <\/div><\/li><\/ol><\/li><li class=\"wpj-jtoc--item --jtoc-h2\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"2\">\r\n                        <a href=\"#server-based-video-analytics-deployment-scalable-intelligence-analytics\" title=\"D\u00e9ploiement d&#039;analyse vid\u00e9o sur serveur\u00a0: analyse intelligente \u00e9volutive\" data-numeration=\"3\" >D\u00e9ploiement d&#039;analyse vid\u00e9o sur serveur\u00a0: analyse intelligente \u00e9volutive<\/a>\r\n                    <\/div><ol class=\"wpj-jtoc--items\"><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#what-is-server-based-video-analytics\" title=\"Qu\u2019est-ce que l\u2019analyse vid\u00e9o bas\u00e9e sur un serveur\u00a0?\" data-numeration=\"3.1\" >Qu\u2019est-ce que l\u2019analyse vid\u00e9o bas\u00e9e sur un serveur\u00a0?<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#what-are-the-advanced-capabilities-of-server-based-analytics\" title=\"Quelles sont les capacit\u00e9s avanc\u00e9es de l&#039;analyse bas\u00e9e sur serveur ?\" data-numeration=\"3.2\" >Quelles sont les capacit\u00e9s avanc\u00e9es de l&#039;analyse bas\u00e9e sur serveur ?<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#benefits-of-server-based-ai-video-analytics\" title=\"Avantages de l&#039;analyse vid\u00e9o par IA sur serveur\" data-numeration=\"3.3\" >Avantages de l&#039;analyse vid\u00e9o par IA sur serveur<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h3\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"3\">\r\n                        <a href=\"#ideal-applications-of-server-based-video-analytics\" title=\"Applications id\u00e9ales de l&#039;analyse vid\u00e9o sur serveur\" data-numeration=\"3.4\" >Applications id\u00e9ales de l&#039;analyse vid\u00e9o sur serveur<\/a>\r\n                    <\/div><\/li><\/ol><\/li><li class=\"wpj-jtoc--item --jtoc-h2\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"2\">\r\n                        <a href=\"#aipix-vsaas-software-flexibility-for-every-video-analytics-deployment\" title=\"Logiciel Aipix VSaaS. Flexibilit\u00e9 pour chaque d\u00e9ploiement d&#039;analyse vid\u00e9o\" data-numeration=\"4\" >Logiciel Aipix VSaaS. Flexibilit\u00e9 pour chaque d\u00e9ploiement d&#039;analyse vid\u00e9o<\/a>\r\n                    <\/div><\/li><li class=\"wpj-jtoc--item --jtoc-h2\">\r\n        <div class=\"wpj-jtoc--item-content\" data-depth=\"2\">\r\n                        <a href=\"#ready-to-lead-the-next-wave-of-intelligent-video-services\" title=\"Pr\u00eats \u00e0 mener la prochaine vague de services vid\u00e9o intelligents ?\" data-numeration=\"5\" >Pr\u00eats \u00e0 mener la prochaine vague de services vid\u00e9o intelligents ?<\/a>\r\n                    <\/div><\/li><\/ol>      <\/nav>\r\n          <\/div>\r\n      <\/div>\r\n<\/div>\r\n\n\n\n<h2 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"video-analytics-trends-in-2025\">Tendances de l&#039;analyse vid\u00e9o en 2025<\/h2>\n\n\n\n<p>Les syst\u00e8mes de surveillance bas\u00e9s sur le cloud utilisent d\u00e9sormais l&#039;analyse vid\u00e9o comme composante op\u00e9rationnelle fondamentale. Aujourd&#039;hui, l&#039;analyse vid\u00e9o en tant que service peut \u00eatre fournie selon deux mod\u00e8les\u00a0: les solutions d&#039;analyse vid\u00e9o int\u00e9gr\u00e9es \u00e0 la cam\u00e9ra et les solutions d&#039;analyse vid\u00e9o sur serveur.<\/p>\n\n\n\n<p>L&#039;analyse vid\u00e9o est devenue une pierre angulaire de<a href=\"https:\/\/aipix.ai\/value-added-services\/vsaas\"> \u00e9cosyst\u00e8me de vid\u00e9osurveillance en nuage<\/a>\u00e9voluant de syst\u00e8mes autonomes vers des plateformes VSaaS int\u00e9gr\u00e9es. Selon l&#039;emplacement d&#039;ex\u00e9cution des analyses (dans la cam\u00e9ra (edge), sur un serveur local (near-edge) ou dans le cloud), les fournisseurs peuvent optimiser le co\u00fbt, la latence et l&#039;\u00e9volutivit\u00e9. L&#039;analyse en p\u00e9riph\u00e9rie r\u00e9duit la consommation de bande passante jusqu&#039;\u00e0<a href=\"https:\/\/www.grandviewresearch.com\/industry-analysis\/video-analytics-market\"> 70% en transmettant uniquement des m\u00e9tadonn\u00e9es<\/a>, tandis que les d\u00e9ploiements dans le cloud simplifient la gestion \u00e0 grande \u00e9chelle et l&#039;acc\u00e8s \u00e0 des informations intersites.<\/p>\n\n\n\n<p>Pour les op\u00e9rateurs t\u00e9l\u00e9coms et les fournisseurs d&#039;acc\u00e8s internet, cette \u00e9volution ouvre de nouvelles sources de revenus. <a href=\"https:\/\/aipix.ai\/blog\/en\/vsaas-telco-trends-2026-driving-growth-innovation-and-subscriber-loyalty\/\">Le march\u00e9 mondial des VSaaS a d\u00e9pass\u00e9 <strong>$12 milliards en 2024<\/strong> et sa croissance d\u00e9passe <strong>15% TCAC<\/strong><\/a>, port\u00e9e par la demande des entreprises en mati\u00e8re de surveillance bas\u00e9e sur l&#039;IA et de cas d&#039;usage pour les villes intelligentes. Gr\u00e2ce \u00e0 leur couverture r\u00e9seau, leur infrastructure de p\u00e9riph\u00e9rie et leurs syst\u00e8mes de facturation, les op\u00e9rateurs sont id\u00e9alement plac\u00e9s pour proposer des offres group\u00e9es de connectivit\u00e9 + <a href=\"https:\/\/aipix.ai\/blog\/en\/the-role-and-future-of-vas-platforms-a-glimpse-into-the-evolution-and-market-trends\/\">Offres VSaaS<\/a>, r\u00e9duisant la charge sur le r\u00e9seau principal, respectant les r\u00e8gles de confidentialit\u00e9 des donn\u00e9es et transformant la surveillance en un <a href=\"https:\/\/aipix.ai\/blog\/en\/service-based-models-in-telecom-driving-growth-innovation-and-recurring-revenue\/\">service num\u00e9rique r\u00e9current \u00e0 forte marge.<\/a><\/p>\n\n\n\n<p><strong>Aipix<\/strong> prend en charge les deux types de d\u00e9ploiement d&#039;analyse vid\u00e9o, offrant <a href=\"https:\/\/aipix.ai\/blog\/en\/how-a-vsaas-company-helps-telecom-operators-making-new-era-of-video-surveillance-for-b2b\/\">Les organisations ont la flexibilit\u00e9 n\u00e9cessaire pour concevoir des solutions qui r\u00e9pondent \u00e0 leurs besoins op\u00e9rationnels sp\u00e9cifiques.<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"in-camera-video-analytics-deployment-smart-processing-inside-the-device\">D\u00e9ploiement de l&#039;analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra. Traitement intelligent au sein de l&#039;appareil.<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-deploying-with-aipix-1024x576.webp\" alt=\"Solution d&#039;analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra et au serveur d\u00e9ploy\u00e9e avec aipix\" class=\"wp-image-10026\" srcset=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-deploying-with-aipix-1024x576.webp 1024w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-deploying-with-aipix-300x169.webp 300w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-deploying-with-aipix-768x432.webp 768w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-deploying-with-aipix-1536x864.webp 1536w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-deploying-with-aipix-18x10.webp 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"what-is-in-camera-video-analytics\">Qu\u2019est-ce que l\u2019analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra\u00a0?<\/h3>\n\n\n\n<p>Le logiciel d&#039;analyse vid\u00e9o int\u00e9gr\u00e9 fonctionne comme un syst\u00e8me interne ex\u00e9cut\u00e9 directement par le micrologiciel de la cam\u00e9ra. Ce syst\u00e8me d&#039;analyse, con\u00e7u par le fabricant, fonctionne sans n\u00e9cessiter de ressources informatiques externes.<\/p>\n\n\n\n<p>Lorsqu&#039;une cam\u00e9ra compatible ONVIF avec analyse vid\u00e9o int\u00e9gr\u00e9e se connecte \u00e0 la plateforme Aipix, elle envoie automatiquement des \u00e9v\u00e9nements analytiques, par exemple des alertes de d\u00e9tection de mouvement ou de dommages, au tableau de bord du syst\u00e8me.<\/p>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"what-are-the-key-features-of-in-camera-video-analytics\">Quelles sont les principales fonctionnalit\u00e9s de l&#039;analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra\u00a0?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>D\u00e9tection de mouvement et alertes d&#039;intrusion<br><\/li>\n\n\n\n<li>D\u00e9tection de vandalisme ou de falsification<\/li>\n<\/ul>\n\n\n\n<p>La cam\u00e9ra traite toutes les op\u00e9rations via son syst\u00e8me interne qui n&#039;envoie au r\u00e9seau que des m\u00e9tadonn\u00e9es et de br\u00e8ves alertes afin de pr\u00e9server la bande passante et les ressources du serveur.<\/p>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"benefits-of-in-camera-video-analytics-software\">Avantages du logiciel d&#039;analyse vid\u00e9o int\u00e9gr\u00e9 \u00e0 la cam\u00e9ra<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Aucune licence ni module d&#039;analyse suppl\u00e9mentaire requis<br><\/li>\n\n\n\n<li>Aucun impact sur les performances du serveur, le traitement \u00e9tant effectu\u00e9 localement.<br><\/li>\n\n\n\n<li>D\u00e9ploiement et configuration rapides<br><\/li>\n\n\n\n<li>R\u00e9duction du trafic r\u00e9seau et des co\u00fbts d&#039;exploitation<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"best-use-cases-of-built-in-camera-analytics\">Exemples d&#039;utilisation optimale de l&#039;analyse int\u00e9gr\u00e9e de la cam\u00e9ra\u00a0<\/h3>\n\n\n\n<p>L&#039;analyse vid\u00e9o int\u00e9gr\u00e9e \u00e0 la cam\u00e9ra convient pour\u00a0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Utilisateurs priv\u00e9s (surveillance \u00e0 domicile et dans les petits bureaux)<br><\/li>\n\n\n\n<li>Petites entreprises aux infrastructures limit\u00e9es<br><\/li>\n\n\n\n<li>Les commerces de d\u00e9tail ou les succursales locales o\u00f9 l&#039;accessibilit\u00e9 financi\u00e8re, la simplicit\u00e9 et la fiabilit\u00e9 sont primordiales.<\/li>\n<\/ul>\n\n\n\n<p>Cette m\u00e9thode est particuli\u00e8rement adapt\u00e9e aux op\u00e9rations B2C et aux petites entreprises B2B qui n\u00e9cessitent des capacit\u00e9s de vid\u00e9osurveillance rapides sans avoir recours \u00e0 des syst\u00e8mes de traitement complexes.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/Cloud-Video-Analytics-deploying-with-aipix-1-1024x576.webp\" alt=\"Cloud-Video-Analytics-deploying-with-Aipix-VAaaS\" class=\"wp-image-10027\" srcset=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/Cloud-Video-Analytics-deploying-with-aipix-1-1024x576.webp 1024w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/Cloud-Video-Analytics-deploying-with-aipix-1-300x169.webp 300w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/Cloud-Video-Analytics-deploying-with-aipix-1-768x432.webp 768w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/Cloud-Video-Analytics-deploying-with-aipix-1-1536x864.webp 1536w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/Cloud-Video-Analytics-deploying-with-aipix-1-18x10.webp 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h2 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"server-based-video-analytics-deployment-scalable-intelligence-analytics\">D\u00e9ploiement d&#039;analyse vid\u00e9o sur serveur\u00a0: analyse intelligente \u00e9volutive<\/h2>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"what-is-server-based-video-analytics\">Qu\u2019est-ce que l\u2019analyse vid\u00e9o bas\u00e9e sur un serveur\u00a0?<\/h3>\n\n\n\n<p><a href=\"https:\/\/aipix.ai\/blog\/en\/how-ai-video-analytics-on-cpu-works-for-telecoms\/\">Logiciel d&#039;analyse vid\u00e9o bas\u00e9 sur serveur<\/a> Le flux vid\u00e9o de chaque cam\u00e9ra est transmis \u00e0 ce serveur, o\u00f9 il est trait\u00e9. <a href=\"https:\/\/aipix.ai\/vas-platform\/aipix-video-analytics\">module d&#039;analyse de la plateforme Aipix<\/a> effectue une analyse d\u00e9taill\u00e9e et renvoie aux utilisateurs des r\u00e9sultats structur\u00e9s (par exemple, des donn\u00e9es de reconnaissance, des alarmes ou des rapports).<\/p>\n\n\n\n<p>Cette configuration exploite des processeurs puissants et des algorithmes d&#039;apprentissage profond pour g\u00e9rer des t\u00e2ches analytiques complexes ou \u00e0 grande \u00e9chelle.<\/p>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"what-are-the-advanced-capabilities-of-server-based-analytics\">Quelles sont les capacit\u00e9s avanc\u00e9es de l&#039;analyse bas\u00e9e sur serveur ?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reconnaissance faciale \u00e0 des fins d&#039;identification et de v\u00e9rification<br><\/li>\n\n\n\n<li>reconnaissance des plaques d&#039;immatriculation et des num\u00e9ros de conteneurs<br><\/li>\n\n\n\n<li>D\u00e9tection de mouvement et de franchissement de ligne<br><\/li>\n\n\n\n<li>Comptage de personnes et analyse d&#039;occupation<br><\/li>\n\n\n\n<li>D\u00e9tection d&#039;obstruction de cam\u00e9ra et de vandalisme<br><\/li>\n\n\n\n<li>Reconnaissance des \u00e9v\u00e9nements li\u00e9s \u00e0 la fum\u00e9e, au feu et au son<br><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"benefits-of-server-based-ai-video-analytics\">Avantages de l&#039;analyse vid\u00e9o par IA sur serveur<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Haute pr\u00e9cision et performances en temps r\u00e9el<br><\/li>\n\n\n\n<li>Infrastructure \u00e9volutive \u2013 ajoutez des serveurs au fur et \u00e0 mesure que le syst\u00e8me se d\u00e9veloppe<br><\/li>\n\n\n\n<li>Gestion et rapports centralis\u00e9s<br><\/li>\n\n\n\n<li>Prise en charge des algorithmes complexes d&#039;IA et d&#039;apprentissage profond<br><\/li>\n\n\n\n<li>Int\u00e9gration avec les syst\u00e8mes de contr\u00f4le d&#039;acc\u00e8s, ERP et d&#039;alarme<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"ideal-applications-of-server-based-video-analytics\">Applications id\u00e9ales de l&#039;analyse vid\u00e9o sur serveur<\/h3>\n\n\n\n<p>L&#039;analyse vid\u00e9o par IA bas\u00e9e sur serveur est le choix privil\u00e9gi\u00e9 pour\u00a0:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cha\u00eenes de magasins et centres commerciaux \u2013 flux de clients, d\u00e9tection des vols<br><\/li>\n\n\n\n<li>Stations-service et plateformes logistiques \u2013 suivi des v\u00e9hicules, LPR<br><\/li>\n\n\n\n<li>Entrep\u00f4ts et sites industriels \u2013 surveillance de la s\u00e9curit\u00e9<br><\/li>\n\n\n\n<li>\u00c9tablissements de sant\u00e9 \u2013 surveillance des zones restreintes<br><\/li>\n\n\n\n<li>Infrastructures de ville intelligente \u2013 gestion du trafic et des foules<br><\/li>\n<\/ul>\n\n\n\n<p>Les op\u00e9rations commerciales de ces environnements d\u00e9pendent de contextes B2B et d&#039;entreprise qui n\u00e9cessitent un traitement pr\u00e9cis des donn\u00e9es et des capacit\u00e9s analytiques \u00e9tendues.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-application-on-aipix-1024x576.webp\" alt=\"Cloud-Video-Analytics-deploying-with-Aipix-VAS\" class=\"wp-image-10028\" srcset=\"https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-application-on-aipix-1024x576.webp 1024w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-application-on-aipix-300x169.webp 300w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-application-on-aipix-768x432.webp 768w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-application-on-aipix-1536x864.webp 1536w, https:\/\/aipix.ai\/blog\/wp-content\/uploads\/2025\/11\/In-Camera-and-Server-Based-Video-Analytics-application-on-aipix-18x10.webp 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<h2 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"aipix-vsaas-software-flexibility-for-every-video-analytics-deployment\">Logiciel Aipix VSaaS. Flexibilit\u00e9 pour chaque d\u00e9ploiement d&#039;analyse vid\u00e9o<\/h2>\n\n\n\n<p>En tant que fournisseur VSaaS mondial de confiance, Aipix offre d&#039;excellentes performances pour tous les types de r\u00e9seaux, y compris les utilisateurs r\u00e9sidentiels, les PME et les grandes entreprises.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Destin\u00e9 aux particuliers et aux PME, Aipix fonctionne gr\u00e2ce \u00e0 son syst\u00e8me d&#039;analyse vid\u00e9o int\u00e9gr\u00e9. Les fournisseurs d&#039;acc\u00e8s Internet peuvent proposer un service de vid\u00e9o dans le cloud simplifi\u00e9 via Aipix, car ce service ne n\u00e9cessite aucun \u00e9quipement serveur important et consomme une bande passante minimale. Aipix permet ainsi un d\u00e9ploiement rapide et une meilleure valeur ajout\u00e9e pour les offres de connectivit\u00e9.<\/li>\n\n\n\n<li>Pour les entreprises et les clients B2B. Le syst\u00e8me d&#039;analyse vid\u00e9o IA sur serveur d&#039;Aipix permet aux organisations d&#039;acc\u00e9der \u00e0 des niveaux de service premium. Aipix permet le d\u00e9ploiement de solutions de cloud priv\u00e9, connectant les syst\u00e8mes aux plateformes IoT et aux infrastructures de villes intelligentes.<\/li>\n<\/ul>\n\n\n\n<p>La solution cloud d&#039;Aipix permet aux op\u00e9rateurs t\u00e9l\u00e9coms et aux fournisseurs d&#039;acc\u00e8s internet de fa\u00e7onner l&#039;avenir de la connectivit\u00e9 gr\u00e2ce \u00e0 des services intelligents.\u00a0<\/p>\n\n\n\n<p>Le logiciel Aipix VSaaS offre aux op\u00e9rateurs t\u00e9l\u00e9coms et aux fournisseurs d&#039;acc\u00e8s Internet une plateforme de croissance performante qui transforme les connexions r\u00e9seau en un syst\u00e8me avanc\u00e9 bas\u00e9 sur les services.<\/p>\n\n\n\n<h2 class=\"wp-block-heading joli-heading jtoc-heading\" id=\"ready-to-lead-the-next-wave-of-intelligent-video-services\">Pr\u00eats \u00e0 mener la prochaine vague de services vid\u00e9o intelligents ?<\/h2>\n\n\n\n<p>Gr\u00e2ce \u00e0 notre partenariat, Aipix vous permet de transformer votre infrastructure actuelle en un syst\u00e8me g\u00e9n\u00e9rateur de revenus. Le syst\u00e8me Aipix offre des capacit\u00e9s de surveillance avanc\u00e9es, ainsi que des fonctionnalit\u00e9s d&#039;analyse vid\u00e9o, des solutions pour villes intelligentes et des capacit\u00e9s de traitement des donn\u00e9es.\u00a0<\/p>\n\n\n\n<p>En devenant partenaire d&#039;Aipix, en tant qu&#039;op\u00e9rateur t\u00e9l\u00e9com ou fournisseur d&#039;acc\u00e8s internet, vous pouvez mettre en place des syst\u00e8mes de vid\u00e9osurveillance intelligents pour les propri\u00e9t\u00e9s r\u00e9sidentielles et commerciales, tout en renfor\u00e7ant votre image de marque et en g\u00e9n\u00e9rant des sources de revenus suppl\u00e9mentaires.<\/p>\n\n\n\n<p class=\"has-text-align-center has-large-font-size\">Contactez-nous d\u00e8s maintenant pour obtenir une consultation personnalis\u00e9e sur le lancement et la mise en service de solutions d&#039;analyse vid\u00e9o int\u00e9gr\u00e9es et sur serveur pour vos clients\u00a0!<\/p>\n\n\n\n<div class=\"wp-block-leadin-hubspot-form-block\">\n\t\t\t\t\t\t<script>\n\t\t\t\t\t\t\twindow.hsFormsOnReady = window.hsFormsOnReady || [];\n\t\t\t\t\t\t\twindow.hsFormsOnReady.push(()=>{\n\t\t\t\t\t\t\t\thbspt.forms.create({\n\t\t\t\t\t\t\t\t\tportalId: 26816904,\n\t\t\t\t\t\t\t\t\tformId: \"095071f9-0d28-4d7d-a38c-40bbe8037615\",\n\t\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1775950832000-0199121346\",\n\t\t\t\t\t\t\t\t\tregion: \"eu1\",\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t})});\n\t\t\t\t\t\t<\/script>\n\t\t\t\t\t\t<div class=\"hbspt-form\" id=\"hbspt-form-1775950832000-0199121346\"><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Explorez en d\u00e9tail comment l&#039;analyse vid\u00e9o int\u00e9gr\u00e9e aux cam\u00e9ras et sur serveur transforme les solutions VSaaS pour les op\u00e9rateurs t\u00e9l\u00e9coms et les fournisseurs d&#039;acc\u00e8s Internet. D\u00e9couvrez les strat\u00e9gies de d\u00e9ploiement, les avantages concrets et comment Aipix permet de cr\u00e9er des solutions de surveillance plus intelligentes et \u00e9volutives.<\/p>\n<div class=\"post-tags-on-image\" style=\"display:none;\"><a href=\"https:\/\/aipix.ai\/blog\/fr\/tag\/ai-trends\/\" class=\"post-tag\">Tendances de l&#039;IA<\/a> <a href=\"https:\/\/aipix.ai\/blog\/fr\/tag\/ai-video-analytics\/\" class=\"post-tag\">Analyse vid\u00e9o par l&#039;IA<\/a> <a href=\"https:\/\/aipix.ai\/blog\/fr\/tag\/ai_video_surveillance\/\" class=\"post-tag\">Surveillance vid\u00e9o par IA<\/a> <\/div>","protected":false},"author":4,"featured_media":10034,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[48],"tags":[319,318,57,162,173,91],"class_list":{"0":"post-10017","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-blog","8":"tag-ai-trends","9":"tag-ai-video-analytics","10":"tag-ai_video_surveillance","11":"tag-aipix","12":"tag-vsaas-case-study","13":"tag-vsaas-deployment"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>In-Camera &amp; Server-Based VideoAnalytics: Deploying Guide | Aipix<\/title>\n<meta name=\"description\" content=\"Explore how in-camera and server-based video analytics boost VSaaS performance. Learn key differences. Start your smart deployment with Aipix\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aipix.ai\/blog\/fr\/deploiement-de-lanalyse-video-comparaison-des-analyses-video-integrees-a-la-camera-et-sur-serveur-et-leurs-applications\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"In-Camera &amp; Server-Based VideoAnalytics: Deploying Guide | Aipix\" \/>\n<meta property=\"og:description\" content=\"Explore how in-camera and server-based video analytics boost VSaaS performance. Learn key differences. 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