{"id":53657,"date":"2025-05-06T15:58:53","date_gmt":"2025-05-06T22:58:53","guid":{"rendered":"https:\/\/www.edge-ai-vision.com\/?page_id=53657"},"modified":"2025-05-06T16:39:55","modified_gmt":"2025-05-06T23:39:55","slug":"computer-vision-and-perceptual-ai-developer-survey-results","status":"publish","type":"page","link":"https:\/\/www.edge-ai-vision.com\/computer-vision-and-perceptual-ai-developer-survey-results\/","title":{"rendered":"Computer Vision and Perceptual AI Developer Survey"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"53657\" class=\"elementor elementor-53657\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3b27d96b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3b27d96b\" 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-c468c03\" data-id=\"c468c03\" 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-3ab72fe8 elementor-widget elementor-widget-heading\" data-id=\"3ab72fe8\" 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\">Computer Vision and Perceptual AI Developer Survey<\/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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-b2c53cc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b2c53cc\" 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-dd3aa4e\" data-id=\"dd3aa4e\" 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-a52ed12 elementor-widget elementor-widget-text-editor\" data-id=\"a52ed12\" 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 class=\"x_MsoNormal\">Since 2015, the Edge AI and Vision Alliance\u2122 has surveyed computer vision and perceptual AI product developers annually regarding the products they are working on and the hardware, algorithms and tools they are using, and the biggest obstacles that are impeding their work. We focus our analysis on respondents who are developing end products for consumers, businesses or governments (vs. organizations that are providing services, or providing components, subsystems or software for incorporation into other products).\u00a0 The overwhelming majority of respondents are using or planning to use computer vision in their products or services.<\/p><p class=\"x_MsoNormal\">For example, OpenCV has long been extremely popular for developers working with classical (non-deep-learning) computer vision algorithms. According to this year&#8217;s developer survey, it\u2019s now gaining popularity for those working with neural network algorithms. The following figure shows <span style=\"font-weight: 400;\">nearly one quarter of respondents are using OpenCV for designing, training or evaluating neural networks.<\/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-cfce718 elementor-widget elementor-widget-image\" data-id=\"cfce718\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"538\" src=\"https:\/\/www.edge-ai-vision.com\/wp-content\/uploads\/2025\/05\/2025_Alliance_Social_Card-1024x538.jpg\" class=\"attachment-large size-large wp-image-53659\" alt=\"\" srcset=\"https:\/\/www.edge-ai-vision.com\/wp-content\/uploads\/2025\/05\/2025_Alliance_Social_Card-1024x538.jpg 1024w, https:\/\/www.edge-ai-vision.com\/wp-content\/uploads\/2025\/05\/2025_Alliance_Social_Card-300x158.jpg 300w, https:\/\/www.edge-ai-vision.com\/wp-content\/uploads\/2025\/05\/2025_Alliance_Social_Card-768x403.jpg 768w, https:\/\/www.edge-ai-vision.com\/wp-content\/uploads\/2025\/05\/2025_Alliance_Social_Card.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Source: Edge AI and Vision Alliance, Computer Vision and Perceptual AI Developer Survey, November 2024<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-1a73e83 elementor-widget elementor-widget-text-editor\" data-id=\"1a73e83\" 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>To receive a subset of results from the most recent survey, please provide your contact information below. (Full survey results are available to Edge AI and Vision Alliance Member companies. Please email membership@edge-ai-vision.com for more information.)<\/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-b881582 elementor-widget elementor-widget-wpforms\" data-id=\"b881582\" data-element_type=\"widget\" data-widget_type=\"wpforms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wpforms-container \" id=\"wpforms-53654\"><form id=\"wpforms-form-53654\" class=\"wpforms-validate wpforms-form wpforms-ajax-form\" data-formid=\"53654\" method=\"post\" enctype=\"multipart\/form-data\" action=\"\/wp-json\/wp\/v2\/pages\/53657\" data-token=\"989de5a791597dd378eec7f0220c9018\" data-token-time=\"1771150634\"><noscript class=\"wpforms-error-noscript\">Please enable JavaScript in your browser to complete this form.<\/noscript><div class=\"wpforms-field-container\"><div id=\"wpforms-53654-field_0-container\" class=\"wpforms-field wpforms-field-name\" data-field-id=\"0\"><label 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class=\"elementor-element elementor-element-6dd5658 joinNowBtn elementor-widget elementor-widget-button\" data-id=\"6dd5658\" 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-xl\" href=\"\/about\/terminology\">\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\">TERMINOLOGY<\/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-33 elementor-top-column elementor-element elementor-element-84093cd\" data-id=\"84093cd\" 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<div class=\"elementor-column elementor-col-33 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STUDIES<\/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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Computer Vision and Perceptual AI Developer Survey Since 2015, the Edge AI and Vision Alliance\u2122 has surveyed computer vision and perceptual AI product developers annually regarding the products they are working on and the hardware, algorithms and tools they are using, and the biggest obstacles that are impeding their work. We focus our analysis on [&hellip;]<\/p>\n","protected":false},"author":20516,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","_uag_custom_page_level_css":"","site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"summityear":[4309],"class_list":["post-53657","page","type-page","status-publish","hentry","summityear-summit-2025"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - 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