{"id":1013021,"date":"2026-01-20T07:09:05","date_gmt":"2026-01-20T07:09:05","guid":{"rendered":"https:\/\/beta-new.inhand.com\/?p=6779"},"modified":"2026-06-04T06:49:01","modified_gmt":"2026-06-04T06:49:01","slug":"from-sampling-to-100-percent-ai-inspection","status":"publish","type":"post","link":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection","title":{"rendered":"De l&#039;\u00e9chantillonnage \u00e0 l&#039;inspection IA 100%"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"1013021\" class=\"elementor elementor-1013021\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f5deb9f e-con-full anli_box e-flex e-con e-parent\" data-id=\"f5deb9f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6c1a9e e-con-full anli_box_l e-flex e-con e-child\" data-id=\"6c1a9e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-34437fe7 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"34437fe7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">De l&#039;\u00e9chantillonnage \u00e0 l&#039;inspection IA 100%<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3775149e e-con-full e-flex e-con e-child\" data-id=\"3775149e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10a10b91 elementor-widget elementor-widget-heading\" data-id=\"10a10b91\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Blogs<\/h2>\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-6bac9b35 e-con-full e-flex e-con e-child\" data-id=\"6bac9b35\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-788fe74d elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"788fe74d\" data-element_type=\"widget\" id=\"maodian1\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Points cl\u00e9s \u00e0 retenir<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-257fbef5 elementor-widget elementor-widget-heading\" data-id=\"257fbef5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Inspection 100% optimis\u00e9e par l&#039;IA\u00a0: red\u00e9finir le contr\u00f4le qualit\u00e9 dans l&#039;industrie intelligente. Depuis des ann\u00e9es, l&#039;inspection par \u00e9chantillonnage constitue une m\u00e9thode de contr\u00f4le qualit\u00e9 fiable. Techniquement, l&#039;agr\u00e9gation de porteuses est une fonctionnalit\u00e9 qui combine plusieurs canaux de transmission afin d&#039;offrir \u00e0 un seul appareil utilisateur un d\u00e9bit de donn\u00e9es plus \u00e9lev\u00e9 et une latence r\u00e9duite.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b12d74e elementor-widget elementor-widget-heading\" data-id=\"b12d74e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Inspection 100% optimis\u00e9e par l&#039;IA\u00a0: red\u00e9finir le contr\u00f4le qualit\u00e9 dans la fabrication intelligente<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b44f56 elementor-widget elementor-widget-text-editor\" data-id=\"6b44f56\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pendant des ann\u00e9es, <strong><b>inspection par \u00e9chantillonnage<\/b><\/strong>\u00a0Cette m\u00e9thode de contr\u00f4le qualit\u00e9 s&#039;est av\u00e9r\u00e9e fiable. En v\u00e9rifiant un \u00e9chantillon de produits, les fabricants ont g\u00e9r\u00e9 les risques li\u00e9s \u00e0 la qualit\u00e9 gr\u00e2ce aux statistiques.<\/p><p>Cette approche est actuellement mise \u00e0 l&#039;\u00e9preuve.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa39da3 elementor-widget elementor-widget-image\" data-id=\"aa39da3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/1.png\" class=\"attachment-large size-large wp-image-960205\" alt=\"De l&#039;\u00e9chantillonnage \u00e0 l&#039;inspection compl\u00e8te dans la fabrication moderne\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/1.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/1-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/1-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/1-18x8.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/1-600x256.png 600w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8cbb8d2 elementor-widget elementor-widget-text-editor\" data-id=\"8cbb8d2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Avec l&#039;augmentation de la production en usine, la multiplication des variantes de produits et l&#039;acc\u00e9l\u00e9ration des cadences, les exigences en mati\u00e8re de qualit\u00e9 ont \u00e9volu\u00e9. Il ne suffit plus que les produits soient \u00ab acceptables \u00bb. Les fabricants exigent d\u00e9sormais une qualit\u00e9 irr\u00e9prochable. <strong><b>coh\u00e9rence, stabilit\u00e9 et tra\u00e7abilit\u00e9<\/b><\/strong>.<\/p><p>Le contr\u00f4le qualit\u00e9 n&#039;est plus seulement une v\u00e9rification finale. Il influe directement sur les d\u00e9cisions de mise en production, les retouches et le respect des d\u00e9lais de livraison. Ceci soul\u00e8ve une question cruciale\u00a0:<\/p><p><strong><b>Le contr\u00f4le par \u00e9chantillonnage est-il encore suffisant pour la fabrication moderne\u00a0?<\/b><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8c38fd elementor-widget elementor-widget-heading\" data-id=\"d8c38fd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Quand la qualit\u00e9 d\u00e9pend de l&#039;\u00e9chantillonnage<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d9da8d elementor-widget elementor-widget-text-editor\" data-id=\"0d9da8d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5><strong><b>Les risques r\u00e9els<\/b><\/strong><\/h5><p>Dans les environnements de production \u00e0 rythme rapide, le recours principalement \u00e0 l&#039;\u00e9chantillonnage pose des probl\u00e8mes \u00e9vidents\u00a0:<\/p><ul><li><b><\/b><strong><b>Les probl\u00e8mes de qualit\u00e9 ne sont pas constamment visibles.<\/b><\/strong>et apparaissent souvent trop tard<\/li><li><b><\/b><strong><b>Un seul d\u00e9faut non d\u00e9tect\u00e9 peut impacter un lot entier.<\/b><\/strong>, affectant les horaires de livraison<\/li><li><b><\/b><strong><b>Les \u00e9quipes de production s&#039;appuient sur l&#039;exp\u00e9rience manuelle<\/b><\/strong>pour compenser, incertitude croissante<\/li><\/ul><p>L&#039;\u00e9chantillonnage en lui-m\u00eame n&#039;est pas le probl\u00e8me. Le probl\u00e8me, c&#039;est qu&#039;il n&#039;a jamais \u00e9t\u00e9 con\u00e7u pour servir de support. <strong><b>contr\u00f4le qualit\u00e9 de bout en bout<\/b><\/strong>\u00a0dans une production complexe et \u00e0 grande vitesse.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d54df1d elementor-widget elementor-widget-text-editor\" data-id=\"d54df1d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Techniquement, l&#039;agr\u00e9gation de porteuses est une fonctionnalit\u00e9 qui combine plusieurs canaux de transmission afin d&#039;offrir \u00e0 un seul appareil utilisateur un d\u00e9bit de donn\u00e9es plus \u00e9lev\u00e9 et une latence r\u00e9duite. Il s&#039;agit d&#039;une technologie fondamentale pour les r\u00e9seaux 4G Advanced et 5G.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46dfa3a elementor-widget elementor-widget-heading\" data-id=\"46dfa3a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Que signifie aujourd&#039;hui l&#039;\u00ab inspection 100% \u00bb ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-477d7e9 elementor-widget elementor-widget-text-editor\" data-id=\"477d7e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>En pratique, <strong><b>L&#039;inspection 100% ne signifie pas v\u00e9rifier manuellement chaque d\u00e9tail de chaque produit<\/b><\/strong>.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-091647e elementor-widget elementor-widget-image\" data-id=\"091647e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1360\" height=\"540\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/2.png\" class=\"attachment-large size-large wp-image-1012684\" alt=\"Syst\u00e8me d&#039;inspection visuelle bas\u00e9 sur l&#039;IA dans la fabrication intelligente\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/2.png 1360w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/2-300x119.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/2-768x305.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/2-18x7.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/2-600x238.png 600w\" sizes=\"(max-width: 1360px) 100vw, 1360px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1d27d4 elementor-widget elementor-widget-text-editor\" data-id=\"d1d27d4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Cela signifie ceci :<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15cd10f elementor-widget elementor-widget-text-editor\" data-id=\"15cd10f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"padding-left: 40px;\"><strong>Chaque unit\u00e9 est inspect\u00e9e afin de d\u00e9tecter les d\u00e9fauts ou les caract\u00e9ristiques de qualit\u00e9 pouvant \u00eatre d\u00e9tect\u00e9s automatiquement.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fafef22 elementor-widget elementor-widget-text-editor\" data-id=\"fafef22\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>La diff\u00e9rence est simple :<\/p><ul><li>Contr\u00f4les par \u00e9chantillonnage <em><i>quelques<\/i><\/em>produits<\/li><li>Contr\u00f4les d&#039;inspection 100% <em><i>chaque<\/i><\/em>\u00a0produit<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f42cf56 elementor-widget elementor-widget-text-editor\" data-id=\"f42cf56\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00c0 mesure que les volumes de production augmentent et que les temps de cycle se raccourcissent, le co\u00fbt d&#039;un seul d\u00e9faut non d\u00e9tect\u00e9 s&#039;accro\u00eet. Par cons\u00e9quent, le contr\u00f4le unitaire devient une pratique de plus en plus courante. <strong><b>exigence pratique<\/b><\/strong>, notamment dans les domaines de l&#039;\u00e9lectronique, des semi-conducteurs, des composants automobiles et de la fabrication de pr\u00e9cision.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b01359a elementor-widget elementor-widget-heading\" data-id=\"b01359a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pourquoi l&#039;IA est essentielle pour l&#039;inspection 100%<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-133435b elementor-widget elementor-widget-text-editor\" data-id=\"133435b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Une fois que l&#039;inspection passe \u00e0 une couverture compl\u00e8te, l&#039;\u00e9chelle devient le principal d\u00e9fi.<\/p><p>Les lignes \u00e0 grande vitesse exigent des d\u00e9cisions constantes. La diversit\u00e9 des produits et des proc\u00e9d\u00e9s introduit des sch\u00e9mas de d\u00e9fauts changeants. Dans ces conditions, <strong><b>L&#039;inspection manuelle et les syst\u00e8mes bas\u00e9s sur des r\u00e8gles peinent \u00e0 suivre le rythme.<\/b><\/strong>.<\/p><p>C&#039;est ici que <strong><b>Inspection bas\u00e9e sur l&#039;IA<\/b><\/strong>\u00a0devient essentiel. Non pas parce qu&#039;il est plus avanc\u00e9, mais parce qu&#039;il peut <strong><b>apprendre, s&#039;adapter et op\u00e9rer en continu \u00e0 grande \u00e9chelle<\/b><\/strong>.<\/p><p>L&#039;attention se d\u00e9place de <em><i>si<\/i><\/em>\u00a0L&#039;IA est n\u00e9cessaire pour <em><i>comment<\/i><\/em>\u00a0Il devrait \u00eatre d\u00e9ploy\u00e9 pour s&#039;adapter aux environnements de production r\u00e9els.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65ae846 elementor-widget elementor-widget-heading\" data-id=\"65ae846\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mettre en pratique l&#039;inspection par IA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6eecb8 elementor-widget elementor-widget-text-editor\" data-id=\"a6eecb8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>InHand Networks a d\u00e9velopp\u00e9 une solution d&#039;inspection de la qualit\u00e9 par IA con\u00e7ue autour de <strong><b>vitesse de production, fiabilit\u00e9 et exploitation \u00e0 long terme<\/b><\/strong>L\u2019objectif est simple\u00a0: <strong><b>Faites du contr\u00f4le unitaire une composante fiable de la production quotidienne.<\/b><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d538b5 elementor-widget elementor-widget-text-editor\" data-id=\"4d538b5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5><strong><b>Sur la cha\u00eene de production<\/b><\/strong><\/h5><p>Pour \u00e9viter de ralentir la production, l&#039;inspection doit \u00eatre synchronis\u00e9e avec le cycle de production. Les cam\u00e9ras haute r\u00e9solution g\u00e9n\u00e8rent d&#039;importants volumes de donn\u00e9es, et le recours \u00e0 des syst\u00e8mes distants peut engendrer des retards.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d2187c elementor-widget elementor-widget-image\" data-id=\"8d2187c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/3.png\" class=\"attachment-large size-large wp-image-960203\" alt=\"Inspection par IA embarqu\u00e9e sur la ligne de production\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/3.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/3-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/3-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/3-18x8.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/3-600x256.png 600w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72966d4 elementor-widget elementor-widget-text-editor\" data-id=\"72966d4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Dans cette solution, le <strong><b>Ordinateur Edge EC5550<\/b><\/strong>\u00a0Il est d\u00e9ploy\u00e9 directement sur la ligne de production. Il traite localement les donn\u00e9es de la cam\u00e9ra et effectue la d\u00e9tection des d\u00e9fauts en temps r\u00e9el.<\/p><p>Les principaux avantages sont les suivants\u00a0:<\/p><ul><li>Jusqu&#039;\u00e0 <strong><b>100 TOPS de performances en IA<\/b><\/strong>pour l&#039;inspection multicam\u00e9ra<\/li><li><b><\/b><strong><b>Temps de r\u00e9ponse de l&#039;ordre de la milliseconde<\/b><\/strong>align\u00e9 sur la vitesse de production<\/li><li><b><\/b><strong><b>Fiabilit\u00e9 de niveau industriel<\/b><\/strong>pour un fonctionnement continu<\/li><\/ul><p>Gr\u00e2ce \u00e0 un traitement stable sur site, l&#039;inspection devient une partie int\u00e9grante du flux de production plut\u00f4t qu&#039;un goulot d&#039;\u00e9tranglement.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c411298 elementor-widget elementor-widget-heading\" data-id=\"c411298\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Transformer les donn\u00e9es d&#039;inspection en informations exploitables<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33054b1 elementor-widget elementor-widget-text-editor\" data-id=\"33054b1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>L&#039;inspection par unit\u00e9 ne cr\u00e9e de valeur que si les r\u00e9sultats sont recueillis et utilis\u00e9s.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76ea1bd elementor-widget elementor-widget-image\" data-id=\"76ea1bd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"780\" height=\"600\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/4.png\" class=\"attachment-large size-large wp-image-1012686\" alt=\"Dispositifs sans fil utilisant l&#039;agr\u00e9gation de porteuses pour permettre l&#039;inspection 100% bas\u00e9e sur l&#039;IA dans le secteur de la fabrication\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/4.png 780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/4-300x231.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/4-768x591.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/4-16x12.png 16w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/4-600x462.png 600w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f499ea1 elementor-widget elementor-widget-text-editor\" data-id=\"f499ea1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Les donn\u00e9es d&#039;inspection sont collect\u00e9es dans des syst\u00e8mes sur site ou dans un cloud priv\u00e9, cr\u00e9ant ainsi un historique qualit\u00e9 continu. L&#039;\u00e9tat de chaque produit, le type de d\u00e9faut et la date de chaque incident peuvent \u00eatre suivis.<\/p><p>En s&#039;int\u00e9grant \u00e0 <strong><b>Syst\u00e8mes MES et QMS<\/b><\/strong>Les d\u00e9fauts r\u00e9currents ou les tendances anormales d\u00e9clenchent automatiquement des alertes. Le contr\u00f4le qualit\u00e9 passe de v\u00e9rifications r\u00e9actives \u00e0 une approche proactive. <strong><b>contr\u00f4le au niveau du processus<\/b><\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c5af5a elementor-widget elementor-widget-heading\" data-id=\"2c5af5a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Le r\u00f4le du cloud<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab3053e elementor-widget elementor-widget-text-editor\" data-id=\"ab3053e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dans cette architecture, le cloud ne g\u00e8re pas l&#039;inspection en temps r\u00e9el. Il se concentre plut\u00f4t sur\u00a0:<\/p><ul><li>Analyse de la qualit\u00e9 inter-lignes et inter-usines<\/li><li>Formation et \u00e9valuation centralis\u00e9es des mod\u00e8les d&#039;IA<\/li><li>Mises \u00e0 jour du mod\u00e8le unifi\u00e9<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b3802b elementor-widget elementor-widget-image\" data-id=\"8b3802b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/5.png\" class=\"attachment-large size-large wp-image-960201\" alt=\"Architecture Edge-Cloud pour un contr\u00f4le qualit\u00e9 intelligent\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/5.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/5-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/5-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/5-18x8.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/5-600x256.png 600w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02448cb elementor-widget elementor-widget-text-editor\" data-id=\"02448cb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>M\u00eame en cas d&#039;instabilit\u00e9 du r\u00e9seau, les inspections sur site se poursuivent sans interruption. <strong><b>La p\u00e9riph\u00e9rie ex\u00e9cute ; le cloud am\u00e9liore.<\/b><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7b81b7 elementor-widget elementor-widget-heading\" data-id=\"f7b81b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Qu\u2019est-ce qui change avec l\u2019inspection par unit\u00e9\u00a0?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-999c61f elementor-widget elementor-widget-text-editor\" data-id=\"999c61f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Passer de l&#039;\u00e9chantillonnage \u00e0 l&#039;inspection unitaire repr\u00e9sente plus qu&#039;une simple mise \u00e0 niveau technique. Cela refl\u00e8te une \u00e9volution vers <strong><b>une plus grande certitude dans la gestion de la qualit\u00e9<\/b><\/strong>.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc5eec5 elementor-widget elementor-widget-image\" data-id=\"bc5eec5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/6.png\" class=\"attachment-large size-large wp-image-960200\" alt=\"De l&#039;\u00e9chantillonnage \u00e0 la certitude en mati\u00e8re de contr\u00f4le de la qualit\u00e9\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/6.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/6-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/6-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/6-18x8.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/03\/6-600x256.png 600w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e8e499 elementor-widget elementor-widget-text-editor\" data-id=\"4e8e499\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>La valeur de l&#039;IA ne r\u00e9side pas dans son apparence d&#039;intelligence sup\u00e9rieure, mais dans sa capacit\u00e9 \u00e0 fluidifier et \u00e0 rendre plus pr\u00e9visible la production. Lorsque le contr\u00f4le qualit\u00e9 repose sur des d\u00e9cisions continues et fiables \u2013 plut\u00f4t que sur des probabilit\u00e9s \u2013, il devient un syst\u00e8me capable de soutenir les op\u00e9rations de fabrication \u00e0 long terme.<\/p><p>Voil\u00e0 le vrai changement.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6620144 elementor-widget elementor-widget-text-editor\" data-id=\"6620144\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1e87d53 e-con-full e-flex e-con e-child\" data-id=\"1e87d53\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4af95ba elementor-widget elementor-widget-shortcode\" data-id=\"4af95ba\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><h2 style=\"margin-bottom: 10px ;font-size:3rem;font-weight:600; color:#000;padding-top:35px;\" id=\"maodian6\">Produits futurs<\/h2>\n    <div class=\"anli_chanpin\">\n\n        <div class=\"anli_header\">\n            <h2 class=\"anli_title\">EC5550<\/h2>\n                            <p class=\"anli_desc\">Ordinateur de p\u00e9riph\u00e9rie IA avec NVIDIA Jetson Orin NX 16 Go, 100 TOPS, interfaces industrielles riches et gestion native du cloud.<\/p>\n                    <\/div>\n        <div class=\"anli_body\">\n            <div class=\"anli_features_wrap\">\n                <div class=\"anli_features_grid\">\n                                            <div class=\"anli_f_item\">\n                            <div class=\"anli_f_line\"><\/div>\n                            <h3 class=\"anli_f_name\">IA NVIDIA<\/h3>\n                            <p class=\"anli_f_val\">Jetson Orin NX 16 Go, jusqu&#039;\u00e0 100 TOPS<\/p>\n                        <\/div>\n                                            <div class=\"anli_f_item\">\n                            <div class=\"anli_f_line\"><\/div>\n                            <h3 class=\"anli_f_name\">E\/S riches<\/h3>\n                            <p class=\"anli_f_val\">2 ports GE, 2 ports s\u00e9rie, 6 ports USB 3.2, CAN FD, GMSL2<\/p>\n                        <\/div>\n                                            <div class=\"anli_f_item\">\n                            <div class=\"anli_f_line\"><\/div>\n                            <h3 class=\"anli_f_name\">Expansion<\/h3>\n                            <p class=\"anli_f_val\">Cl\u00e9 M.2 B\/E\/M, double SIM, stockage NVMe<\/p>\n                        <\/div>\n                                            <div class=\"anli_f_item\">\n                            <div class=\"anli_f_line\"><\/div>\n                            <h3 class=\"anli_f_name\">Gestion du cloud<\/h3>\n                            <p class=\"anli_f_val\">Gestion du cloud DeviceLive, int\u00e9gration DSA<\/p>\n                        <\/div>\n                                    <\/div>\n            <\/div>\n            <div class=\"anli_media\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/EC5550.png\" alt=\"EC5550\">\n            <\/div>\n        <\/div>\n    <\/div>\n    <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15d3e6f0 elementor-widget elementor-widget-heading\" data-id=\"15d3e6f0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Produits associ\u00e9s<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a74113 e-con-full e-flex e-con e-child\" data-id=\"2a74113\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f8b19dc elementor-widget__width-inherit elementor-widget elementor-widget-shortcode\" data-id=\"2f8b19dc\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <div class=\"product-cards-outer-container-top\">\n        <div class=\"product-cards-carousel-wrapper\" id=\"carousel-6a2c82d8ef883\">\n            <div class=\"product-cards-carousel\">\n\n<div class=\"product-cards-track\">\n        <a href=\"\/fr\/products\/ai-edge-computers\/ec5550\/\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/01\/EC5550.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">EC5550<\/h3>\n        <p class=\"product-card-desc\">NVIDIA Jetson Orin NX\/100 TOPS\/16 Go de RAM<\/p>\n                    <p class=\"product-card-category\">Ordinateur de p\u00e9riph\u00e9rie IA<\/p>\n        \n                    <div class=\"product-card-button\">Apprendre encore plus <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n        <a href=\"\/fr\/products\/cloud-service\/device-live\/\" class=\"product-card-item\">\n                    <div class=\"product-card-image\">\n                <img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/05\/DEVICELIVE-1.png\">\n            <\/div>\n                <h3 class=\"product-card-title\">DeviceLive<\/h3>\n        <p class=\"product-card-desc\">Plateforme de gestion des appareils IoT<\/p>\n                    <p class=\"product-card-category\">Service cloud<\/p>\n        \n                    <div class=\"product-card-button\">Apprendre encore plus <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/08\/\u7bad\u5934\u7eff\u8272.svg\" alt=\"\" style=\"width:1em;height:1em;margin-left:0.5em;vertical-align:middle;\"><\/div>\n            <\/a>\n    <\/div>\n            <\/div>\n\n            <div class=\"carousel-footer-controls\">\n                <div class=\"carousel-progress-container\">\n                    <div class=\"carousel-progress-bar-thumb\"><\/div>\n                <\/div>\n                <div class=\"carousel-nav-buttons\">\n                    <button class=\"carousel-nav-btn prev\" aria-label=\"Pr\u00e9c\u00e9dent\">\n                        <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"15 18 9 12 15 6\"><\/polyline><\/svg>\n                    <\/button>\n                    <button class=\"carousel-nav-btn next\" aria-label=\"Suivant\">\n                        <svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"9 18 15 12 9 6\"><\/polyline><\/svg>\n                    <\/button>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n    <\/div>\n\t\t\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<div class=\"elementor-element elementor-element-a14c13b e-con-full anli_l_st e-flex e-con e-child\" data-id=\"a14c13b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:90,&quot;sticky_effects_offset&quot;:100,&quot;sticky_anchor_link_offset&quot;:100,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t<div class=\"elementor-element elementor-element-1da7e082 e-con-full e-flex e-con e-child\" data-id=\"1da7e082\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69473ed elementor-widget elementor-widget-heading\" data-id=\"69473ed\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">En savoir plus <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-108ac635 elementor-widget elementor-widget-shortcode\" data-id=\"108ac635\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <style>\n        \/* --- \u8fd9\u91cc\u7684\u53c2\u6570\u5168\u90e8\u4fdd\u7559\u4f60\u7684\u4fee\u6539 --- *\/\n        .vpro-wrapper {\n            width: 100%;\n            max-width: 25rem;\n            height: 38.5rem;\n            overflow-y: auto;\n            overflow-x: hidden;\n            \/* 1. \u589e\u52a0\u5e95\u90e8\u5185\u8fb9\u8ddd\uff0c\u5236\u9020\u865a\u7a7a\u611f *\/\n            padding: 0.3125rem 0.3125rem 0rem 0.3125rem;\n            scrollbar-width: thin;\n            box-sizing: border-box;\n        }\n\n        .vpro-wrapper::-webkit-scrollbar { width: 0.25rem; }\n        .vpro-wrapper::-webkit-scrollbar-thumb { background: #ccc; border-radius: 0.625rem; }\n\n        .vpro-item {\n            width: 100%;\n            height: 21rem;\n            margin-bottom: 1rem;\n            background: #fff;\n            border: 0.0625rem solid #D7D7D7;\n            border-radius: 0.5rem;\n            display: flex;\n            flex-direction: column;\n            flex-shrink: 0;\n            overflow: hidden;\n            box-sizing: border-box;\n            transition: all 0.3s ease;\n        }\n\n        .vpro-item:hover {\n            box-shadow: 0 0.5rem 1.25rem rgba(0,0,0,0.08);\n            transform: translateY(-0.125rem);\n        }\n\n        .vpro-img-box {\n            width: 100%;\n            height: 14rem; \/* \u4fdd\u7559\u4f60\u6539\u7684 10rem *\/\n            overflow: hidden;\n            background: #f5f5f5;\n            flex-shrink: 0;\n        }\n\n        .vpro-img-box img {\n            width: 100%;\n            height: 100%;\n            object-fit: cover;\n            object-position: center;\n            display: block;\n        }\n\n        .vpro-content {\n            padding: 0.5rem 0.5rem 0.8rem 1.25rem;\n            flex-grow: 1;\n            display: flex;\n            align-items: center;\n        }\n\n        .vpro-title {\n            font-size: 1.25rem; \/* \u4fdd\u7559\u4f60\u6539\u7684 1.5rem *\/\n            font-weight: 500;\n            line-height: 1.4;\n            color: #000;\n            display: -webkit-box;\n            -webkit-line-clamp: 3; \/* \u4fdd\u7559\u4f60\u6539\u7684 3 \u884c *\/\n            -webkit-box-orient: vertical;\n            overflow: hidden;\n            text-decoration: none;\n        }\n\n        .vpro-title a {\n            text-decoration: none;\n            color: inherit;\n        }\n\n        \/* 2. \u589e\u52a0\u4e00\u4e2a\u7269\u7406\u5360\u4f4d\u7b26\uff0c\u786e\u4fdd\u6eda\u52a8\u5230\u5e95\u90e8\u6709\u4f59\u91cf *\/\n        .vpro-bottom-spacer {\n            height: 4rem;\n            width: 100%;\n            flex-shrink: 0;\n        }\n    <\/style>\n\n    <div class=\"vpro-wrapper\">\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/fr\/cases\/road-monitoring-sd-wan\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1360\" height=\"540\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring.png\" class=\"attachment-full size-full wp-post-image\" alt=\"Sites de surveillance routi\u00e8re distribu\u00e9s connect\u00e9s via la solution SD-WAN d&#039;InHand\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring.png 1360w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring-300x119.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring-768x305.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring-18x7.png 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/10\/SD-WAN-networking-facilitates-distributed-road-monitoring-600x238.png 600w\" sizes=\"(max-width: 1360px) 100vw, 1360px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/fr\/cases\/road-monitoring-sd-wan\">R\u00e9seau SD-WAN pour la surveillance routi\u00e8re distribu\u00e9e<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/fr\/industries\/intelligent-public-transport-system-2\">\n                                                    <div style=\"width:100%;height:100%;display:flex;align-items:center;justify-content:center;background:#eee;color:#999;\">Aucune image<\/div>\n                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/fr\/industries\/intelligent-public-transport-system-2\">Syst\u00e8me de transport public intelligent<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/fr\/cases\/wireless-connectivity-for-dr-imaging-device\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/Wireless-Connectivity-for-DR-Imaging-Device-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/fr\/cases\/wireless-connectivity-for-dr-imaging-device\">Connectivit\u00e9 sans fil pour les appareils d&#039;imagerie DR<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/fr\/cases\/5g-connectivity-for-business-travels\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Business-Travels-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/fr\/cases\/5g-connectivity-for-business-travels\">La connectivit\u00e9 5G pour les voyages d&#039;affaires<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/fr\/cases\/5g-connectivity-for-small-retail-stores\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-Small-Retail-Stores-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/fr\/cases\/5g-connectivity-for-small-retail-stores\">La connectivit\u00e9 5G pour les petits commerces de d\u00e9tail<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n                    <div class=\"vpro-item\">\n                <div class=\"vpro-img-box\">\n                    <a href=\"https:\/\/www.inhand.com\/fr\/cases\/5g-connectivity-for-rv-travel\">\n                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1780\" height=\"660\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner.jpg 1780w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-300x111.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-768x285.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-1536x570.jpg 1536w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-18x7.jpg 18w, https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/05\/5G-Connectivity-for-RV-Travel-banner-600x222.jpg 600w\" sizes=\"(max-width: 1780px) 100vw, 1780px\" \/>                                            <\/a>\n                <\/div>\n                <div class=\"vpro-content\">\n                    <div class=\"vpro-title\">\n                        <a href=\"https:\/\/www.inhand.com\/fr\/cases\/5g-connectivity-for-rv-travel\">La connectivit\u00e9 5G pour les voyages en camping-car<\/a>\n                    <\/div>\n                <\/div>\n            <\/div>\n        \n        <div class=\"vpro-bottom-spacer\"><\/div>\n    <\/div>\n    \n<\/div>\n\t\t\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>","protected":false},"excerpt":{"rendered":"<p>From Sampling to 100% AI Inspection Blogs Key Takeaways AI-Powered 100% Inspection: Redefining Quality Control in Smart Manufacturing For years, sampling inspection has been a reliable quality control method. Technically, Carrier Aggregation is a feature that bonds multiple carrier channels together to provide a single user device with higher data throughput and reduced latency. AI-Powered [&hellip;]<\/p>","protected":false},"author":1,"featured_media":1208814,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[817],"tags":[],"case_tag":[],"class_list":["post-1013021","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.6 (Yoast SEO v26.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI-Powered 100% Inspection for Manufacturing Quality Control<\/title>\n<meta name=\"description\" content=\"Achieve full quality coverage with InHand Networks&#039; AI inspection solution. Features the EC5550 Edge Computer for local, real-time defect detection at production speed (100 TOPS AI performance, millisecond response).\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"From Sampling to 100% AI Inspection\" \/>\n<meta property=\"og:description\" content=\"AI-Powered 100% Inspection: Redefining Quality Control in Smart Manufacturing For years, sampling inspection has been a reliable quality control method.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\" \/>\n<meta property=\"og:site_name\" content=\"InHand Networks\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-20T07:09:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-04T06:49:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2048\" \/>\n\t<meta property=\"og:image:height\" content=\"1152\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"From Sampling to 100% AI Inspection\" \/>\n<meta name=\"twitter:description\" content=\"AI-Powered 100% Inspection: Redefining Quality Control in Smart Manufacturing For years, sampling inspection has been a reliable quality control method.\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/www.inhand.com\/fr\/#\/schema\/person\/f28b5f5eb652f2ac06a75a465b789734\"},\"headline\":\"From Sampling to 100% AI Inspection\",\"datePublished\":\"2026-01-20T07:09:05+00:00\",\"dateModified\":\"2026-06-04T06:49:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\"},\"wordCount\":767,\"publisher\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png\",\"articleSection\":[\"blog\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\",\"url\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\",\"name\":\"AI-Powered 100% Inspection for Manufacturing Quality Control\",\"isPartOf\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png\",\"datePublished\":\"2026-01-20T07:09:05+00:00\",\"dateModified\":\"2026-06-04T06:49:01+00:00\",\"description\":\"Achieve full quality coverage with InHand Networks' AI inspection solution. Features the EC5550 Edge Computer for local, real-time defect detection at production speed (100 TOPS AI performance, millisecond response).\",\"breadcrumb\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#primaryimage\",\"url\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png\",\"contentUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png\",\"width\":2048,\"height\":1152,\"caption\":\"Observation on AI changing inspection methods for better industrial safety\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.inhand.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"From Sampling to 100% AI Inspection\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.inhand.com\/fr\/#website\",\"url\":\"https:\/\/www.inhand.com\/fr\/\",\"name\":\"inhand\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.inhand.com\/fr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.inhand.com\/fr\/#organization\",\"name\":\"inhand\",\"url\":\"https:\/\/www.inhand.com\/fr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.inhand.com\/fr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2025\/10\/LOGO.png\",\"contentUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2025\/10\/LOGO.png\",\"width\":684,\"height\":120,\"caption\":\"inhand\"},\"image\":{\"@id\":\"https:\/\/www.inhand.com\/fr\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.inhand.com\/fr\/#\/schema\/person\/f28b5f5eb652f2ac06a75a465b789734\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.inhand.com\/fr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/629c75063bd057cce2f443041efb70c2b7c38a823722dc38d646dcbac08e4183?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/629c75063bd057cce2f443041efb70c2b7c38a823722dc38d646dcbac08e4183?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"https:\/\/www.inhand.com\"],\"url\":\"https:\/\/www.inhand.com\/fr\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Inspection 100% bas\u00e9e sur l&#039;IA pour le contr\u00f4le qualit\u00e9 de la fabrication","description":"B\u00e9n\u00e9ficiez d&#039;une couverture qualit\u00e9 optimale gr\u00e2ce \u00e0 la solution d&#039;inspection IA d&#039;InHand Networks. Elle int\u00e8gre l&#039;ordinateur p\u00e9riph\u00e9rique EC5550 pour une d\u00e9tection locale et en temps r\u00e9el des d\u00e9fauts \u00e0 la cadence de production (performance IA de 100 TOPS, temps de r\u00e9ponse en millisecondes).","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection","og_locale":"fr_FR","og_type":"article","og_title":"From Sampling to 100% AI Inspection","og_description":"AI-Powered 100% Inspection: Redefining Quality Control in Smart Manufacturing For years, sampling inspection has been a reliable quality control method.","og_url":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection","og_site_name":"InHand Networks","article_published_time":"2026-01-20T07:09:05+00:00","article_modified_time":"2026-06-04T06:49:01+00:00","og_image":[{"width":2048,"height":1152,"url":"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png","type":"image\/png"}],"author":"admin","twitter_card":"summary_large_image","twitter_title":"From Sampling to 100% AI Inspection","twitter_description":"AI-Powered 100% Inspection: Redefining Quality Control in Smart Manufacturing For years, sampling inspection has been a reliable quality control method.","twitter_misc":{"\u00c9crit par":"admin","Dur\u00e9e de lecture estim\u00e9e":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#article","isPartOf":{"@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection"},"author":{"name":"admin","@id":"https:\/\/www.inhand.com\/fr\/#\/schema\/person\/f28b5f5eb652f2ac06a75a465b789734"},"headline":"From Sampling to 100% AI Inspection","datePublished":"2026-01-20T07:09:05+00:00","dateModified":"2026-06-04T06:49:01+00:00","mainEntityOfPage":{"@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection"},"wordCount":767,"publisher":{"@id":"https:\/\/www.inhand.com\/fr\/#organization"},"image":{"@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#primaryimage"},"thumbnailUrl":"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png","articleSection":["blog"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection","url":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection","name":"Inspection 100% bas\u00e9e sur l&#039;IA pour le contr\u00f4le qualit\u00e9 de la fabrication","isPartOf":{"@id":"https:\/\/www.inhand.com\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#primaryimage"},"image":{"@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#primaryimage"},"thumbnailUrl":"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png","datePublished":"2026-01-20T07:09:05+00:00","dateModified":"2026-06-04T06:49:01+00:00","description":"B\u00e9n\u00e9ficiez d&#039;une couverture qualit\u00e9 optimale gr\u00e2ce \u00e0 la solution d&#039;inspection IA d&#039;InHand Networks. Elle int\u00e8gre l&#039;ordinateur p\u00e9riph\u00e9rique EC5550 pour une d\u00e9tection locale et en temps r\u00e9el des d\u00e9fauts \u00e0 la cadence de production (performance IA de 100 TOPS, temps de r\u00e9ponse en millisecondes).","breadcrumb":{"@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#primaryimage","url":"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png","contentUrl":"https:\/\/www.inhand.com\/wp-content\/uploads\/2026\/01\/From-Sampling-to-100-Al-Inspection-2.png","width":2048,"height":1152,"caption":"Observation on AI changing inspection methods for better industrial safety"},{"@type":"BreadcrumbList","@id":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.inhand.com\/"},{"@type":"ListItem","position":2,"name":"From Sampling to 100% AI Inspection"}]},{"@type":"WebSite","@id":"https:\/\/www.inhand.com\/fr\/#website","url":"https:\/\/www.inhand.com\/fr\/","name":"main","description":"","publisher":{"@id":"https:\/\/www.inhand.com\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.inhand.com\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/www.inhand.com\/fr\/#organization","name":"main","url":"https:\/\/www.inhand.com\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.inhand.com\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/www.inhand.com\/wp-content\/uploads\/2025\/10\/LOGO.png","contentUrl":"https:\/\/www.inhand.com\/wp-content\/uploads\/2025\/10\/LOGO.png","width":684,"height":120,"caption":"inhand"},"image":{"@id":"https:\/\/www.inhand.com\/fr\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.inhand.com\/fr\/#\/schema\/person\/f28b5f5eb652f2ac06a75a465b789734","name":"administrateur","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.inhand.com\/fr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/629c75063bd057cce2f443041efb70c2b7c38a823722dc38d646dcbac08e4183?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/629c75063bd057cce2f443041efb70c2b7c38a823722dc38d646dcbac08e4183?s=96&d=mm&r=g","caption":"admin"},"sameAs":["https:\/\/www.inhand.com"],"url":"https:\/\/www.inhand.com\/fr\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/posts\/1013021","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/comments?post=1013021"}],"version-history":[{"count":0,"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/posts\/1013021\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/media\/1208814"}],"wp:attachment":[{"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/media?parent=1013021"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/categories?post=1013021"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/tags?post=1013021"},{"taxonomy":"case_tag","embeddable":true,"href":"https:\/\/www.inhand.com\/fr\/wp-json\/wp\/v2\/case_tag?post=1013021"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}