{"id":96,"date":"2015-07-24T18:38:00","date_gmt":"2015-07-24T18:38:00","guid":{"rendered":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/24\/imaging-basics-calculating-resolution-for-machine-vision\/"},"modified":"2023-04-21T13:22:35","modified_gmt":"2023-04-21T17:22:35","slug":"imaging-basics-calculating-resolution","status":"publish","type":"post","link":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html","title":{"rendered":"Imaging Basics: How to Calculate Resolution for Machine Vision"},"content":{"rendered":"

\u00a0<\/span><\/p>\n

\u00a0<\/span><\/span><\/div>\n

<\/a>
\n<\/span><\/span><\/p>\n

\u00a0<\/span><\/span><\/p>\n

<\/p>\n

\u00a0<\/span><\/span><\/div>\n
Camera image resolution is defined by the number of pixels in a given CCD or CMOS sensor array.\u00a0 <\/span>This will be identified in a camera data sheet and shown as the number of pixels in the X and Y axis (i.e 1600 x 1200 pixels).\u00a0 <\/span><\/span><\/span><\/span><\/div>\n
<\/div>\n
\n
The application will determine how many pixels are required in order to identify a desired feature accurately.\u00a0\u00a0This also assumes you have a perfect lens that is not limiting resolving the pixel (see Demystifying lens specifications<\/b><\/a>).\u00a0\u00a0In general more pixels is better and will provide better accuracy and repeatability.\u00a0\u00a0<\/span><\/div>\n
<\/div>\n
\u00a0<\/span><\/div>\n
\u00a0If for example you have a dark hole on a white background filling your field of view (FOV) by 90%, you will have many pixels across the feature.\u00a0\u00a0On the contrary, if we have a small pin hole that is within the same field of view, we may not have enough pixels across the hole to identify the feature.\u00a0\u00a0In order to find an edge you need at a minimum of 2 pixels given excellent contrast.\u00a0\u00a0In order to be robust you ideally will want 3-4 pixels across a edge or feature.\u00a0\u00a0<\/span><\/div>\n
<\/div>\n
This leads us to identifying the resolution required given the size of a feature.\u00a0 We will do this with an example and provide the needed formulas on how to calculate the resolution.<\/span><\/div>\n
<\/div>\n
Example:<\/span><\/b>\u00a0 The vision inspection is to locate a pin hole which is 0.25mm in diameter on a part which is 20mm square.\u00a0 In order to compensate for any misplacement of the part, we will set our FOV to 40mm x 30mm.\u00a0 We would also like to have a minimum of 4 pixels across the 0.25mm feature. \u00a0<\/span><\/div>\n<\/div>\n

\n<\/span>We can calculate the resolution required as follows: <\/b><\/u><\/span><\/span>
\n
\n<\/span>Where:<\/span><\/span>
\n
\n<\/span>Rs is the spatial resolution (maybe either X or Y)<\/span><\/span>
\nFOV is the field of view dimensions (mm)\u00a0 in either X or Y<\/span>
\nRi is the image sensor resolution; number of pixels in a row (X dimension) or column (Y dimension)<\/span>
\nRf is the feature resolution (smallest feature that must be reliably resolved) in physical units (mm)<\/span>
\nFp is the number of desired pixels that will span a feature of minimum size. <\/span>
\n
\n<\/span>For this case we know:\u00a0 <\/span><\/span>
\n
\n<\/span>FOV(x) =\u00a0 40mm<\/span><\/span>
\nRf = 0.25mm<\/span>
\nFp = 4 pixels <\/span>
\n
\n<\/span>Calculating the spatial resolution (Rs) needed: <\/span><\/span>
\nRs = Rf \/ Fp = 0.25mm \/ 4 pixels = 0.0625mm pixel<\/span>
\n
\n<\/span>From the spatial resolution (Rs) and the field of view (FOV), we can determine the image resolution (Ri) required (we have only calculated for the x-axis) using this calculation: <\/span><\/span>
\n
\n<\/span>Ri = FOV \/ Rs = 40mm \/ 0.0625 mm\/pixel = 640 pixels<\/span><\/span>
\n
\n<\/span>We have now determined that we need a minimum resolution of 640 pixels in the x-axis to provide 4 pixels across our feature that is 0.25mm in diameter. The camera resolution can now be selected!\u00a0 In today’s world, we could select a VGA (640 x 480) camera for the application.\u00a0 As a note, the number of pixels required depends on many aspects of lighting, optics and algorithms used for processing.\u00a0 This calculation method assumes optimum conditions. \u00a0 \u00a0\u00a0 <\/span><\/span>
\n
\n<\/span>If you do not like math, you can download our resolution calculator here and just enter the data.\u00a0 This makes it easy to test various iterations.\u00a0 Download the calculator HERE.<\/a>\u00a0 <\/b><\/span><\/span>
\n
\n<\/span>If you visit our camera page<\/b><\/a>, you can sort by resolution in X and Y resolutions to quickly ID cameras that meet your resolution needs.\u00a0 <\/span><\/span>
\n
\n<\/span>For all your imaging needs, you can visit www.1stvision<\/a> <\/b>or contact us!<\/a>\u00a0<\/b>to discuss your application in further detail or receive a quote on a desired camera.\u00a0 We can also help identify which sensor is best based on the imaging conditions. \u00a0 <\/span><\/span><\/div>\n
<\/div>\n
<\/div>\n
<\/div>\n
\"<\/a>\u00a0\u00a0\u00a0 \"https:\/\/www.facebook.com\/pages\/1st-Vision\/944658058935262?fref=ts\"<\/a>\u00a0\u00a0\u00a0 \"<\/a>\u00a0\u00a0\u00a0 \"<\/a>\u00a0\u00a0\u00a0 \"<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"

\u00a0 \u00a0 \u00a0 \u00a0 Camera image resolution is defined by the number of pixels in a given CCD or CMOS sensor array.\u00a0 This will be identified in a camera data sheet and shown as the number of pixels in the X and Y axis (i.e 1600 x 1200 pixels).\u00a0 The application will determine how many … <\/p>\n

Continue reading “Imaging Basics: How to Calculate Resolution for Machine Vision”<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[51,61],"tags":[],"class_list":["post-96","post","type-post","status-publish","format-standard","hentry","category-lenses","category-tutorial"],"yoast_head":"\nImaging Basics: How to Calculate Resolution for Machine Vision<\/title>\n<meta name=\"description\" content=\"Camera image resolution is defined by the number of pixels in a given CCD or CMOS sensor array. Learn how to calculate resolution for machine vision online.\" \/>\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.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Imaging Basics: How to Calculate Resolution for Machine Vision\" \/>\n<meta property=\"og:description\" content=\"Camera image resolution is defined by the number of pixels in a given CCD or CMOS sensor array. Learn how to calculate resolution for machine vision online.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html\" \/>\n<meta property=\"og:site_name\" content=\"1stVision Inc. - Machine Vision Articles\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pages\/1st-Vision\/944658058935262?fref=ts\" \/>\n<meta property=\"article:published_time\" content=\"2015-07-24T18:38:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-04-21T17:22:35+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG\" \/>\n<meta name=\"author\" content=\"Jon Chouinard\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@1stvision_\" \/>\n<meta name=\"twitter:site\" content=\"@1stvision_\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jon Chouinard\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html\"},\"author\":{\"name\":\"Jon Chouinard\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/person\/00a12baae7298e2947857d28e5f8e5a4\"},\"headline\":\"Imaging Basics: How to Calculate Resolution for Machine Vision\",\"datePublished\":\"2015-07-24T18:38:00+00:00\",\"dateModified\":\"2023-04-21T17:22:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html\"},\"wordCount\":591,\"publisher\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#primaryimage\"},\"thumbnailUrl\":\"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG\",\"articleSection\":[\"Lenses\",\"Tutorial\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html\",\"url\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html\",\"name\":\"Imaging Basics: How to Calculate Resolution for Machine Vision\",\"isPartOf\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#primaryimage\"},\"thumbnailUrl\":\"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG\",\"datePublished\":\"2015-07-24T18:38:00+00:00\",\"dateModified\":\"2023-04-21T17:22:35+00:00\",\"description\":\"Camera image resolution is defined by the number of pixels in a given CCD or CMOS sensor array. Learn how to calculate resolution for machine vision online.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#primaryimage\",\"url\":\"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG\",\"contentUrl\":\"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Imaging Basics: How to Calculate Resolution for Machine Vision\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#website\",\"url\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/\",\"name\":\"1stVision Inc. - Machine Vision Articles\",\"description\":\"Industrial Imaging technical blog\",\"publisher\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#organization\",\"name\":\"1stVision\",\"url\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2021\/09\/1stvsionLogo.png\",\"contentUrl\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2021\/09\/1stvsionLogo.png\",\"width\":205,\"height\":51,\"caption\":\"1stVision\"},\"image\":{\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/pages\/1st-Vision\/944658058935262?fref=ts\",\"https:\/\/x.com\/1stvision_\",\"https:\/\/www.linkedin.com\/company\/1stvision-inc-\",\"https:\/\/www.youtube.com\/user\/1stVisionInc\u00a0\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/person\/00a12baae7298e2947857d28e5f8e5a4\",\"name\":\"Jon Chouinard\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/5611677e051d7fe5e35cdad0a9c5a1eae19a7ca47c6e804e09f7ace1915a1898?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/5611677e051d7fe5e35cdad0a9c5a1eae19a7ca47c6e804e09f7ace1915a1898?s=96&d=mm&r=g\",\"caption\":\"Jon Chouinard\"},\"url\":\"https:\/\/www.1stvision.com\/machine-vision-solutions\/author\/joncmktsales\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Imaging Basics: How to Calculate Resolution for Machine Vision","description":"Camera image resolution is defined by the number of pixels in a given CCD or CMOS sensor array. Learn how to calculate resolution for machine vision online.","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.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html","og_locale":"en_US","og_type":"article","og_title":"Imaging Basics: How to Calculate Resolution for Machine Vision","og_description":"Camera image resolution is defined by the number of pixels in a given CCD or CMOS sensor array. Learn how to calculate resolution for machine vision online.","og_url":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html","og_site_name":"1stVision Inc. - Machine Vision Articles","article_publisher":"https:\/\/www.facebook.com\/pages\/1st-Vision\/944658058935262?fref=ts","article_published_time":"2015-07-24T18:38:00+00:00","article_modified_time":"2023-04-21T17:22:35+00:00","og_image":[{"url":"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG"}],"author":"Jon Chouinard","twitter_card":"summary_large_image","twitter_creator":"@1stvision_","twitter_site":"@1stvision_","twitter_misc":{"Written by":"Jon Chouinard","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#article","isPartOf":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html"},"author":{"name":"Jon Chouinard","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/person\/00a12baae7298e2947857d28e5f8e5a4"},"headline":"Imaging Basics: How to Calculate Resolution for Machine Vision","datePublished":"2015-07-24T18:38:00+00:00","dateModified":"2023-04-21T17:22:35+00:00","mainEntityOfPage":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html"},"wordCount":591,"publisher":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#organization"},"image":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#primaryimage"},"thumbnailUrl":"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG","articleSection":["Lenses","Tutorial"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html","url":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html","name":"Imaging Basics: How to Calculate Resolution for Machine Vision","isPartOf":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#primaryimage"},"image":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#primaryimage"},"thumbnailUrl":"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG","datePublished":"2015-07-24T18:38:00+00:00","dateModified":"2023-04-21T17:22:35+00:00","description":"Camera image resolution is defined by the number of pixels in a given CCD or CMOS sensor array. Learn how to calculate resolution for machine vision online.","breadcrumb":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#primaryimage","url":"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG","contentUrl":"http:\/\/3.bp.blogspot.com\/-uKOFnhjcuXU\/VbKKbgkhe9I\/AAAAAAAAOeE\/sSG6Oyl2FAs\/s320\/camera%2Barray.JPG"},{"@type":"BreadcrumbList","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2015\/07\/imaging-basics-calculating-resolution.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.1stvision.com\/machine-vision-solutions"},{"@type":"ListItem","position":2,"name":"Imaging Basics: How to Calculate Resolution for Machine Vision"}]},{"@type":"WebSite","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#website","url":"https:\/\/www.1stvision.com\/machine-vision-solutions\/","name":"1stVision Inc. - Machine Vision Articles","description":"Industrial Imaging technical blog","publisher":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.1stvision.com\/machine-vision-solutions\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#organization","name":"1stVision","url":"https:\/\/www.1stvision.com\/machine-vision-solutions\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/logo\/image\/","url":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2021\/09\/1stvsionLogo.png","contentUrl":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2021\/09\/1stvsionLogo.png","width":205,"height":51,"caption":"1stVision"},"image":{"@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/pages\/1st-Vision\/944658058935262?fref=ts","https:\/\/x.com\/1stvision_","https:\/\/www.linkedin.com\/company\/1stvision-inc-","https:\/\/www.youtube.com\/user\/1stVisionInc\u00a0"]},{"@type":"Person","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/person\/00a12baae7298e2947857d28e5f8e5a4","name":"Jon Chouinard","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.1stvision.com\/machine-vision-solutions\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/5611677e051d7fe5e35cdad0a9c5a1eae19a7ca47c6e804e09f7ace1915a1898?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/5611677e051d7fe5e35cdad0a9c5a1eae19a7ca47c6e804e09f7ace1915a1898?s=96&d=mm&r=g","caption":"Jon Chouinard"},"url":"https:\/\/www.1stvision.com\/machine-vision-solutions\/author\/joncmktsales"}]}},"_links":{"self":[{"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/posts\/96","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/comments?post=96"}],"version-history":[{"count":6,"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/posts\/96\/revisions"}],"predecessor-version":[{"id":2741,"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/posts\/96\/revisions\/2741"}],"wp:attachment":[{"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/media?parent=96"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/categories?post=96"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-json\/wp\/v2\/tags?post=96"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}