{"id":2276,"date":"2026-10-14T14:44:09","date_gmt":"2026-10-14T13:44:09","guid":{"rendered":"https:\/\/dsdevices.com\/us\/?p=2276"},"modified":"2026-10-14T14:44:10","modified_gmt":"2026-10-14T13:44:10","slug":"computer-vision-free-to-deploy-on-dsdevices","status":"publish","type":"post","link":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/","title":{"rendered":"Computer Vision. Free to Deploy on DSDevices."},"content":{"rendered":"\n<p>We\u2019ve launched <strong><a href=\"https:\/\/dsdevices.com\/us\/edge-ai\/\">DSDevices Edge AI Service<\/a><\/strong>, a free downloadable computer vision application for <strong><a href=\"https:\/\/dsdevices.com\/us\/product\/dsda1\/\">DSDA1<\/a><\/strong> and <strong><a href=\"https:\/\/dsdevices.com\/us\/product\/dsdx5\/\">DSDX5<\/a><\/strong>.<\/p>\n\n\n\n<p>The thinking behind it is simple: computer vision should be easier to add to a digital signage or connected-device deployment without needing a separate AI appliance, a new software platform or additional software licence costs.<\/p>\n\n\n\n<p>Using a standard USB camera or RTSP-enabled IP camera, the service runs locally on the DSDevices player and makes detection data available through a REST API for integration with CMS platforms and third-party applications.<\/p>\n\n\n\n<p>The current release includes <strong>Facial Demographic Classification<\/strong> and <strong>Real-Time Object Tracking across 80 COCO object classes<\/strong>, giving partners and developers a practical computer vision solution they can start using today.<\/p>\n\n\n\n<p>For us, this is about making computer vision more accessible within the DSDevices ecosystem and giving CMS providers, integrators and developers another way to build value around our hardware.<\/p>\n\n\n\n<p><strong>DSDevices Edge AI Service is available now for DSDA1 and DSDX5.<\/strong><\/p>\n\n\n\n<p><strong><a href=\"https:\/\/dsdevices.com\/us\/edge-ai\/\">Explore DSDevices Edge AI Service<\/a><\/strong><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We\u2019ve launched DSDevices Edge AI Service, a free downloadable computer vision application for DSDA1 and DSDX5. The thinking behind it is simple: computer vision&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2276","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"We\u2019ve launched DSDevices Edge AI Service, a free downloadable computer vision application for DSDA1 and DSDX5. The thinking behind it is simple: computer vision should be easier to add to a digital signage or connected-device deployment without needing a separate AI appliance, a new software platform or additional software licence costs. Using a standard USB\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"admin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.3\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"DSDevices US -\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Computer Vision. Free to Deploy on DSDevices. - DSDevices US\" \/>\n\t\t<meta property=\"og:description\" content=\"We\u2019ve launched DSDevices Edge AI Service, a free downloadable computer vision application for DSDA1 and DSDX5. The thinking behind it is simple: computer vision should be easier to add to a digital signage or connected-device deployment without needing a separate AI appliance, a new software platform or additional software licence costs. Using a standard USB\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/dsdevices.com\/us\/wp-content\/uploads\/sites\/2\/2026\/05\/cropped-DSDevices-Logo_increg_USA.png\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/dsdevices.com\/us\/wp-content\/uploads\/sites\/2\/2026\/05\/cropped-DSDevices-Logo_increg_USA.png\" \/>\n\t\t<meta property=\"og:image:width\" content=\"1469\" \/>\n\t\t<meta property=\"og:image:height\" content=\"161\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-10-14T13:44:09+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-10-14T13:44:10+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Computer Vision. Free to Deploy on DSDevices. - DSDevices US\" \/>\n\t\t<meta name=\"twitter:description\" content=\"We\u2019ve launched DSDevices Edge AI Service, a free downloadable computer vision application for DSDA1 and DSDX5. The thinking behind it is simple: computer vision should be easier to add to a digital signage or connected-device deployment without needing a separate AI appliance, a new software platform or additional software licence costs. Using a standard USB\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/dsdevices.com\/us\/wp-content\/uploads\/sites\/2\/2026\/05\/cropped-DSDevices-Logo_increg_USA.png\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#blogposting\",\"name\":\"Computer Vision. Free to Deploy on DSDevices. - DSDevices US\",\"headline\":\"Computer Vision. Free to Deploy on DSDevices.\",\"author\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/author\\\/admin\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2026\\\/05\\\/cropped-DSDevices-Logo_increg_USA.png\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/#articleImage\",\"width\":1469,\"height\":161},\"datePublished\":\"2026-10-14T14:44:09+01:00\",\"dateModified\":\"2026-10-14T14:44:10+01:00\",\"inLanguage\":\"en-US\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#webpage\"},\"articleSection\":\"Uncategorised\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/category\\\/uncategorised\\\/#listItem\",\"name\":\"Uncategorised\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/category\\\/uncategorised\\\/#listItem\",\"position\":2,\"name\":\"Uncategorised\",\"item\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/category\\\/uncategorised\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#listItem\",\"name\":\"Computer Vision. Free to Deploy on DSDevices.\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#listItem\",\"position\":3,\"name\":\"Computer Vision. Free to Deploy on DSDevices.\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/category\\\/uncategorised\\\/#listItem\",\"name\":\"Uncategorised\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/#organization\",\"name\":\"DSDevices US\",\"url\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2026\\\/05\\\/cropped-DSDevices-Logo_increg_USA.png\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#organizationLogo\",\"width\":1469,\"height\":161},\"image\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#organizationLogo\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/author\\\/admin\\\/#author\",\"url\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/author\\\/admin\\\/\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5863038e303c7ca350058689cb7f41f9430adc2c203d548781da2fb8cfd7919b?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"admin\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#webpage\",\"url\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/\",\"name\":\"Computer Vision. Free to Deploy on DSDevices. - DSDevices US\",\"description\":\"We\\u2019ve launched DSDevices Edge AI Service, a free downloadable computer vision application for DSDA1 and DSDX5. The thinking behind it is simple: computer vision should be easier to add to a digital signage or connected-device deployment without needing a separate AI appliance, a new software platform or additional software licence costs. Using a standard USB\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/2026\\\/10\\\/14\\\/computer-vision-free-to-deploy-on-dsdevices\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/author\\\/admin\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/author\\\/admin\\\/#author\"},\"datePublished\":\"2026-10-14T14:44:09+01:00\",\"dateModified\":\"2026-10-14T14:44:10+01:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/#website\",\"url\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/\",\"name\":\"DSDevices US\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/dsdevices.com\\\/us\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Computer Vision. Free to Deploy on DSDevices. - DSDevices US","description":"We\u2019ve launched DSDevices Edge AI Service, a free downloadable computer vision application for DSDA1 and DSDX5. The thinking behind it is simple: computer vision should be easier to add to a digital signage or connected-device deployment without needing a separate AI appliance, a new software platform or additional software licence costs. Using a standard USB","canonical_url":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#blogposting","name":"Computer Vision. Free to Deploy on DSDevices. - DSDevices US","headline":"Computer Vision. Free to Deploy on DSDevices.","author":{"@id":"https:\/\/dsdevices.com\/us\/author\/admin\/#author"},"publisher":{"@id":"https:\/\/dsdevices.com\/us\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/dsdevices.com\/us\/wp-content\/uploads\/sites\/2\/2026\/05\/cropped-DSDevices-Logo_increg_USA.png","@id":"https:\/\/dsdevices.com\/us\/#articleImage","width":1469,"height":161},"datePublished":"2026-10-14T14:44:09+01:00","dateModified":"2026-10-14T14:44:10+01:00","inLanguage":"en-US","mainEntityOfPage":{"@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#webpage"},"isPartOf":{"@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#webpage"},"articleSection":"Uncategorised"},{"@type":"BreadcrumbList","@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/dsdevices.com\/us\/#listItem","position":1,"name":"Home","item":"https:\/\/dsdevices.com\/us\/","nextItem":{"@type":"ListItem","@id":"https:\/\/dsdevices.com\/us\/category\/uncategorised\/#listItem","name":"Uncategorised"}},{"@type":"ListItem","@id":"https:\/\/dsdevices.com\/us\/category\/uncategorised\/#listItem","position":2,"name":"Uncategorised","item":"https:\/\/dsdevices.com\/us\/category\/uncategorised\/","nextItem":{"@type":"ListItem","@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#listItem","name":"Computer Vision. Free to Deploy on DSDevices."},"previousItem":{"@type":"ListItem","@id":"https:\/\/dsdevices.com\/us\/#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#listItem","position":3,"name":"Computer Vision. Free to Deploy on DSDevices.","previousItem":{"@type":"ListItem","@id":"https:\/\/dsdevices.com\/us\/category\/uncategorised\/#listItem","name":"Uncategorised"}}]},{"@type":"Organization","@id":"https:\/\/dsdevices.com\/us\/#organization","name":"DSDevices US","url":"https:\/\/dsdevices.com\/us\/","logo":{"@type":"ImageObject","url":"https:\/\/dsdevices.com\/us\/wp-content\/uploads\/sites\/2\/2026\/05\/cropped-DSDevices-Logo_increg_USA.png","@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#organizationLogo","width":1469,"height":161},"image":{"@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#organizationLogo"}},{"@type":"Person","@id":"https:\/\/dsdevices.com\/us\/author\/admin\/#author","url":"https:\/\/dsdevices.com\/us\/author\/admin\/","name":"admin","image":{"@type":"ImageObject","@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/5863038e303c7ca350058689cb7f41f9430adc2c203d548781da2fb8cfd7919b?s=96&d=mm&r=g","width":96,"height":96,"caption":"admin"}},{"@type":"WebPage","@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#webpage","url":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/","name":"Computer Vision. Free to Deploy on DSDevices. - DSDevices US","description":"We\u2019ve launched DSDevices Edge AI Service, a free downloadable computer vision application for DSDA1 and DSDX5. The thinking behind it is simple: computer vision should be easier to add to a digital signage or connected-device deployment without needing a separate AI appliance, a new software platform or additional software licence costs. Using a standard USB","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/dsdevices.com\/us\/#website"},"breadcrumb":{"@id":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/#breadcrumblist"},"author":{"@id":"https:\/\/dsdevices.com\/us\/author\/admin\/#author"},"creator":{"@id":"https:\/\/dsdevices.com\/us\/author\/admin\/#author"},"datePublished":"2026-10-14T14:44:09+01:00","dateModified":"2026-10-14T14:44:10+01:00"},{"@type":"WebSite","@id":"https:\/\/dsdevices.com\/us\/#website","url":"https:\/\/dsdevices.com\/us\/","name":"DSDevices US","inLanguage":"en-US","publisher":{"@id":"https:\/\/dsdevices.com\/us\/#organization"}}]},"og:locale":"en_US","og:site_name":"DSDevices US -","og:type":"article","og:title":"Computer Vision. Free to Deploy on DSDevices. - DSDevices US","og:description":"We\u2019ve launched DSDevices Edge AI Service, a free downloadable computer vision application for DSDA1 and DSDX5. The thinking behind it is simple: computer vision should be easier to add to a digital signage or connected-device deployment without needing a separate AI appliance, a new software platform or additional software licence costs. Using a standard USB","og:url":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/","og:image":"https:\/\/dsdevices.com\/us\/wp-content\/uploads\/sites\/2\/2026\/05\/cropped-DSDevices-Logo_increg_USA.png","og:image:secure_url":"https:\/\/dsdevices.com\/us\/wp-content\/uploads\/sites\/2\/2026\/05\/cropped-DSDevices-Logo_increg_USA.png","og:image:width":1469,"og:image:height":161,"article:published_time":"2026-10-14T13:44:09+00:00","article:modified_time":"2026-10-14T13:44:10+00:00","twitter:card":"summary_large_image","twitter:title":"Computer Vision. Free to Deploy on DSDevices. - DSDevices US","twitter:description":"We\u2019ve launched DSDevices Edge AI Service, a free downloadable computer vision application for DSDA1 and DSDX5. The thinking behind it is simple: computer vision should be easier to add to a digital signage or connected-device deployment without needing a separate AI appliance, a new software platform or additional software licence costs. Using a standard USB","twitter:image":"https:\/\/dsdevices.com\/us\/wp-content\/uploads\/sites\/2\/2026\/05\/cropped-DSDevices-Logo_increg_USA.png"},"aioseo_meta_data":{"post_id":"2276","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_custom_url":null,"og_image_custom_fields":null,"og_image_url":null,"og_image_width":null,"og_image_height":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_image_url":null,"twitter_title":null,"twitter_description":null,"schema_type":"default","schema_type_options":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"BlogPosting","isEnabled":true},"graphs":[]},"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"limit_modified_date":false,"ai":{"faqs":[],"keyPoints":[],"schemas":[],"titles":[],"descriptions":[],"socialPosts":{"email":{"subject":"","preview":"","content":""},"linkedin":[],"twitter":[],"facebook":[],"instagram":[]}},"breadcrumb_settings":null,"seo_analyzer_scan_date":null,"created":"2026-10-14 13:44:10","updated":"2026-10-14 13:45:59","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/dsdevices.com\/us\/\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/dsdevices.com\/us\/category\/uncategorised\/\" title=\"Uncategorised\">Uncategorised<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tComputer Vision. Free to Deploy on DSDevices.\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/dsdevices.com\/us\/"},{"label":"Uncategorised","link":"https:\/\/dsdevices.com\/us\/category\/uncategorised\/"},{"label":"Computer Vision. Free to Deploy on DSDevices.","link":"https:\/\/dsdevices.com\/us\/2026\/10\/14\/computer-vision-free-to-deploy-on-dsdevices\/"}],"_links":{"self":[{"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/posts\/2276","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/comments?post=2276"}],"version-history":[{"count":1,"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/posts\/2276\/revisions"}],"predecessor-version":[{"id":2277,"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/posts\/2276\/revisions\/2277"}],"wp:attachment":[{"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/media?parent=2276"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/categories?post=2276"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dsdevices.com\/us\/wp-json\/wp\/v2\/tags?post=2276"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}