{"id":13401,"date":"2023-11-28T10:38:27","date_gmt":"2023-11-28T15:38:27","guid":{"rendered":"https:\/\/blogs.mathworks.com\/deep-learning\/?p=13401"},"modified":"2024-02-12T20:24:27","modified_gmt":"2024-02-13T01:24:27","slug":"visual-inspection-code-along","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/deep-learning\/2023\/11\/28\/visual-inspection-code-along\/","title":{"rendered":"Visual Inspection Code-Along"},"content":{"rendered":"<h6><\/h6>\r\n<a href=\"https:\/\/www.mathworks.com\/discovery\/visual-inspection.html\">Visual inspection<\/a> is the image-based inspection of parts where a camera scans the part under test for failures and quality defects. By using <a href=\"https:\/\/www.mathworks.com\/discovery\/deep-learning.html\">deep learning<\/a> and\u00a0<a href=\"https:\/\/www.mathworks.com\/discovery\/computer-vision.html\">computer vision<\/a> techniques, visual inspection can be automated for detecting manufacturing flaws in many industries such as biotech, automotive, and semiconductors. For example, with visual inspection, flaws can be detected in semiconductor wafers and pills.\r\n<h6><\/h6>\r\nWatch the following video that walks you through the steps of a visual inspection workflow using a ResNet\u00a0<a href=\"https:\/\/www.mathworks.com\/discovery\/convolutional-neural-network.html\">convolutional neural network<\/a>. MATLAB provides access to many <a href=\"https:\/\/www.mathworks.com\/solutions\/deep-learning\/models.html\">pretrained deep learning models<\/a> that you can use for visual inspection. For more visual inspection examples, see <a href=\"https:\/\/www.mathworks.com\/help\/vision\/examples.html?category=automated-visual-inspection&amp;s_tid=CRUX_topnav\">Automated Visual Inspection<\/a>.\r\n<h6><\/h6>\r\n<div class=\"row\"><div class=\"col-xs-12 containing-block\"><div class=\"bc-outer-container add_margin_20\"><videoplayer><div class=\"video-js-container\"><video data-video-id=\"6318395937112\" data-video-category=\"blog\" data-autostart=\"false\" data-account=\"62009828001\" data-omniture-account=\"mathwgbl\" data-player=\"rJ9XCz2Sx\" data-embed=\"default\" id=\"mathworks-brightcove-player\" class=\"video-js\" controls><\/video><script src=\"\/\/players.brightcove.net\/62009828001\/rJ9XCz2Sx_default\/index.min.js\"><\/script><script>if (typeof(playerLoaded) === 'undefined') {var playerLoaded = false;}(function isVideojsDefined() {if (typeof(videojs) !== 'undefined') {videojs(\"mathworks-brightcove-player\").on('loadedmetadata', function() {playerLoaded = true;});} else {setTimeout(isVideojsDefined, 10);}})();<\/script><\/div><\/videoplayer><\/div><\/div><\/div>\r\n<h6><\/h6>","protected":false},"excerpt":{"rendered":"<p>\r\nVisual inspection is the image-based inspection of parts where a camera scans the part under test for failures and quality defects. By using deep learning and\u00a0computer vision techniques, visual... <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/deep-learning\/2023\/11\/28\/visual-inspection-code-along\/\">read more >><\/a><\/p>","protected":false},"author":194,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[36,17,9],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts\/13401"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/users\/194"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/comments?post=13401"}],"version-history":[{"count":15,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts\/13401\/revisions"}],"predecessor-version":[{"id":13673,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/posts\/13401\/revisions\/13673"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/media?parent=13401"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/categories?post=13401"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/deep-learning\/wp-json\/wp\/v2\/tags?post=13401"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}