{"id":23224,"date":"2026-03-19T15:56:28","date_gmt":"2026-03-19T07:56:28","guid":{"rendered":"https:\/\/production.omron-ap.com\/id\/?p=23224"},"modified":"2026-03-19T15:59:51","modified_gmt":"2026-03-19T07:59:51","slug":"fhv7-ai-easy%e2%80%91to%e2%80%91deploy-ai-vision-that-elevates-manufacturing-quality","status":"publish","type":"post","link":"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/","title":{"rendered":"FHV7-AI &#8211; Easy\u2011to\u2011Deploy AI Vision that Elevates Manufacturing Quality"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"23224\" class=\"elementor elementor-23224\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-325a419 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"325a419\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5f9a92d\" data-id=\"5f9a92d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1fc777e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1fc777e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1ae5fac\" data-id=\"1ae5fac\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d8dc17d elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"d8dc17d\" 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\">Easy\u2011to\u2011Deploy AI Vision that Elevates Manufacturing Quality<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7ba296 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"e7ba296\" 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\">FHV7-AI, AI-Lite Smart Camera<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-bf42449\" data-id=\"bf42449\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-104f3d4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"104f3d4\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a0b17f2\" data-id=\"a0b17f2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-b7f0f42 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b7f0f42\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-bd2291d\" data-id=\"bd2291d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7fb23f1 elementor-widget elementor-widget-heading\" data-id=\"7fb23f1\" 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\">The Need<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d73eb5d elementor-widget elementor-widget-text-editor\" data-id=\"d73eb5d\" 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><span data-contrast=\"auto\">A leading motorcycle manufacturer sought to improve the accuracy and efficiency of its tyre rim assembly process\u2014one of the most critical steps in motorcycle production. During assembly, bearings are manually placed before being clamped onto the tyre rim. Any incorrect bearing orientation at this stage can result in assembly defects, increased rework, production delays, and potential safety risks in the finished motorcycle.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">This challenge was further compounded by real-world manufacturing conditions commonly found in automotive environments:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Subtle orientation differences<\/span><\/b><span data-contrast=\"auto\">\u00a0between the front and back of the bearing, making visual differentiation extremely difficult<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Steep-angle positioning<\/span><\/b><span data-contrast=\"auto\">\u00a0of the bearing during assembly, limiting camera visibility and inspection consistency<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Black bearing surfaces<\/span><\/b><span data-contrast=\"auto\">, which absorb light and reduce contrast, leading to unreliable visual checks under variable lighting<\/span><\/li><\/ul><p><span data-contrast=\"auto\"><br \/>Traditional manual inspection was time-consuming, inconsistent, and highly dependent on operator skill and experience. The manufacturer needed a\u00a0<\/span><b><span data-contrast=\"auto\">high-precision, automated inspection solution<\/span><\/b><span data-contrast=\"auto\">\u00a0capable of handling these complexities\u2014while reducing operator workload and enabling fast, repeatable setup on the production line.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/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-c3ffb8e elementor-widget elementor-widget-heading\" data-id=\"c3ffb8e\" 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\">The Technology<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fabffbe elementor-widget elementor-widget-image\" data-id=\"fabffbe\" 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=\"300\" height=\"297\" src=\"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155751\/fhv7-ai-success-case-ahm-smart-camera-300x297.png\" class=\"attachment-medium size-medium wp-image-23228\" alt=\"\" srcset=\"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155751\/fhv7-ai-success-case-ahm-smart-camera-300x297.png 300w, https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155751\/fhv7-ai-success-case-ahm-smart-camera-150x150.png 150w, https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155751\/fhv7-ai-success-case-ahm-smart-camera.png 350w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-c84994e elementor-widget elementor-widget-text-editor\" data-id=\"c84994e\" 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><span data-contrast=\"auto\">To overcome these challenges, the manufacturer deployed Omron\u2019s\u00a0<\/span><b><span data-contrast=\"auto\">FHV7-AI AI-Lite Smart Camera<\/span><\/b><span data-contrast=\"auto\">, fully integrated into the tyre rim assembly line and Omron\u2019s automation ecosystem.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">The FHV7-AI combines conventional rule-based vision with\u00a0<\/span><b><span data-contrast=\"auto\">self-learning AI<\/span><\/b><span data-contrast=\"auto\">, enabling robust orientation inspection without the need for complex programming or specialized vision\u00a0expertise. This hybrid approach makes it particularly well suited for automotive assembly applications where precision, and repeatability are essential.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Key capabilities include:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Dual Orientation Detection<\/span><\/b><span data-contrast=\"auto\">: Simultaneously\u00a0identifies\u00a0two bearing orientations with high precision, ensuring correct placement before clamping<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">AI-Powered Vision<\/span><\/b><span data-contrast=\"auto\">: Self-learning AI automatically selects\u00a0optimal\u00a0images and\u00a0determines\u00a0detection thresholds,\u00a0eliminating\u00a0manual tuning and enabling setup within minutes<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Quick Deployment &amp; Iterative Verification<\/span><\/b><span data-contrast=\"auto\">: An intuitive interface supports rapid installation, iterative testing, and fine-tuning, accelerating commissioning and time to stable operation<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">All-in-One Smart Camera Design<\/span><\/b><span data-contrast=\"auto\">: Integrated lens, lighting, and image processing simplify system design and reduce hardware complexity<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Adaptability to Harsh Conditions<\/span><\/b><span data-contrast=\"auto\">:\u00a0Maintains\u00a0stable detection performance despite black components, steep mounting angles, and fluctuating lighting conditions<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"6\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Enhanced Quality Assurance<\/span><\/b><span data-contrast=\"auto\">: Consistent and repeatable inspection minimizes the risk of orientation errors and costly downstream rework<\/span><span data-ccp-props=\"{}\">\u00a0<br \/><br \/><\/span><\/li><\/ul><p><span data-contrast=\"auto\">By embedding AI processing, the\u00a0<\/span><b><span data-contrast=\"auto\">FHV7-AI<\/span><\/b><span data-contrast=\"auto\">\u00a0eliminated\u00a0the need for external PCs and complex system architectures\u2014simplifying deployment and maintenance.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/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-1ddb4ea elementor-widget elementor-widget-heading\" data-id=\"1ddb4ea\" 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\">The Outcome<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be509f1 elementor-widget elementor-widget-text-editor\" data-id=\"be509f1\" 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><span data-contrast=\"auto\">Following implementation, the manufacturer achieved significant gains across quality, productivity, and operational stability:<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Zero Orientation Errors<\/span><\/b><span data-contrast=\"auto\">:\u00a0Eliminate\u00a0manual checking errors, ensuring consistent and correct bearing installation<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Reduced Operator Workload<\/span><\/b><span data-contrast=\"auto\">: Automation minimized human intervention, improving ergonomics and freeing operators for higher-value tasks<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Faster Setup &amp; Deployment<\/span><\/b><span data-contrast=\"auto\">: AI-based configuration reduced installation and changeover time, lowering reliance on vision specialists<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Improved Quality Assurance<\/span><\/b><span data-contrast=\"auto\">: Reliable inspection under challenging conditions reduced rework, scrap, and process variability<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Higher Process Stability<\/span><\/b><span data-contrast=\"auto\">: Consistent detection supported smoother line operation and improved overall equipment effectiveness (OEE)<\/span><span data-ccp-props=\"{}\">\u00a0<br \/><br \/><\/span><\/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-67528b5 elementor-widget elementor-widget-heading\" data-id=\"67528b5\" 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\">The Benefits<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b3db73 elementor-widget elementor-widget-image\" data-id=\"0b3db73\" 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=\"300\" height=\"150\" src=\"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155751\/fhv7-ai-success-case-ahm-bearings-300x150.png\" class=\"attachment-medium size-medium wp-image-23229\" alt=\"\" srcset=\"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155751\/fhv7-ai-success-case-ahm-bearings-300x150.png 300w, https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155751\/fhv7-ai-success-case-ahm-bearings.png 541w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-74a38f9 elementor-widget elementor-widget-text-editor\" data-id=\"74a38f9\" 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><span data-contrast=\"auto\">FHV7-AI can detect\u00a0shiny and black surface bearings.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p>By adopting Omron\u2019s FHV7-AI Smart Camera, the motorcycle manufacturer transitioned from manual, reactive inspection to a\u00a0<strong>proactive, AI-driven quality control strategy.<\/strong> The solution enhanced product safety, ensured consistent assembly quality, and supported scalable automation for future vehicle models.<\/p><p>This success case\u00a0demonstrates\u00a0how\u00a0<strong>AI-powered vision<\/strong>\u00a0can be practically and effectively\u00a0applied in automotive assembly lines\u2014solving complex inspection challenges while reducing engineering effort and operational risk<\/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-0fd4f05 elementor-widget elementor-widget-button\" data-id=\"0fd4f05\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.omron-ap.com\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact Us for More Information<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-c5d4803 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile\" data-id=\"c5d4803\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dbec4cb elementor-widget elementor-widget-heading\" data-id=\"dbec4cb\" 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\">Download Full Case Study<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68500b2 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"68500b2\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"591\" height=\"841\" src=\"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155754\/Safety-Door-Switch-D40A-2-featured-image.png\" class=\"attachment-full size-full wp-image-23230\" alt=\"\" srcset=\"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155754\/Safety-Door-Switch-D40A-2-featured-image.png 591w, https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155754\/Safety-Door-Switch-D40A-2-featured-image-211x300.png 211w\" sizes=\"(max-width: 591px) 100vw, 591px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">(FHV7-AI) NPI Success Case AHM\u200b<\/h3><p class=\"elementor-image-box-description\">Customer reference <br>\nEN | PDF 3MB<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Easy\u2011to\u2011Deploy AI Vision that Elevates Manufacturing Quality FHV7-AI, AI-Lite Smart Camera The Need A leading motorcycle manufacturer sought to improve the accuracy and efficiency of its tyre rim assembly process\u2014one of the most critical steps in motorcycle production. During assembly, bearings are manually placed before being clamped onto the tyre rim. Any incorrect bearing orientation [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":23225,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[384],"tags":[387],"class_list":["post-23224","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-success-story","tag-automotive"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.2 (Yoast SEO v25.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>FHV7-AI - Easy\u2011to\u2011Deploy AI Vision that Elevates Manufacturing Quality - OMRON Industrial Automation (ID)<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"FHV7-AI - Easy\u2011to\u2011Deploy AI Vision that Elevates Manufacturing Quality\" \/>\n<meta property=\"og:description\" content=\"Easy\u2011to\u2011Deploy AI Vision that Elevates Manufacturing Quality FHV7-AI, AI-Lite Smart Camera The Need A leading motorcycle manufacturer sought to improve the accuracy and efficiency of its tyre rim assembly process\u2014one of the most critical steps in motorcycle production. 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During assembly, bearings are manually placed before being clamped onto the tyre rim. Any incorrect bearing orientation [&hellip;]","og_url":"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/","og_site_name":"OMRON Industrial Automation (ID)","article_published_time":"2026-03-19T07:56:28+00:00","article_modified_time":"2026-03-19T07:59:51+00:00","og_image":[{"width":634,"height":422,"url":"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155618\/fhv7-ai-success-case-ahm-banner.png","type":"image\/png"}],"author":"Omron","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Omron","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/","url":"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/","name":"FHV7-AI - Easy\u2011to\u2011Deploy AI Vision that Elevates Manufacturing Quality - OMRON Industrial Automation (ID)","isPartOf":{"@id":"https:\/\/production.omron-ap.com\/id\/#website"},"primaryImageOfPage":{"@id":"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/#primaryimage"},"image":{"@id":"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/#primaryimage"},"thumbnailUrl":"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155618\/fhv7-ai-success-case-ahm-banner.png","datePublished":"2026-03-19T07:56:28+00:00","dateModified":"2026-03-19T07:59:51+00:00","author":{"@id":"https:\/\/production.omron-ap.com\/id\/#\/schema\/person\/2b1208bce97a5fd8f66f7428c0940a18"},"breadcrumb":{"@id":"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/#primaryimage","url":"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155618\/fhv7-ai-success-case-ahm-banner.png","contentUrl":"https:\/\/assets.omron-ap.com\/wp-content\/uploads\/sites\/6\/2026\/03\/19155618\/fhv7-ai-success-case-ahm-banner.png","width":634,"height":422},{"@type":"BreadcrumbList","@id":"https:\/\/production.omron-ap.com\/id\/omron-success-case\/fhv7-ai\/easy-to-deploy-ai-vision-that-elevates-manufacturing-quality\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/production.omron-ap.com\/id\/"},{"@type":"ListItem","position":2,"name":"FHV7-AI &#8211; 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