{"id":1001,"date":"2022-04-08T11:10:05","date_gmt":"2022-04-08T11:10:05","guid":{"rendered":"https:\/\/uplatz.com\/blog\/?p=1001"},"modified":"2023-03-26T08:24:15","modified_gmt":"2023-03-26T08:24:15","slug":"what-is-opencv-history-applications","status":"publish","type":"post","link":"https:\/\/uplatz.com\/blog\/what-is-opencv-history-applications\/","title":{"rendered":"What is OpenCV : History, Applications"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1002\" src=\"https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2022\/04\/ai-g25252dca3_1920.jpg\" alt=\"\" width=\"1920\" height=\"1500\" srcset=\"https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2022\/04\/ai-g25252dca3_1920.jpg 1920w, https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2022\/04\/ai-g25252dca3_1920-300x234.jpg 300w, https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2022\/04\/ai-g25252dca3_1920-768x600.jpg 768w, https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2022\/04\/ai-g25252dca3_1920-1024x800.jpg 1024w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<h2><span style=\"color: #993300;\"><b>What is OpenCV<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400; color: #000000;\">OpenCV is an open-source computer vision library that is mainly used for face detection, object detection in images or video, landmark detection, etc. It is mainly aimed to provide real-time computer vision and it\u2019s returned in C++ but it supports multiple languages like Python, Java, and C++.<\/span><\/p>\n<h2><span style=\"color: #993300;\"><b>History of OpenCV<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400; color: #000000;\">The OpenCV project was first started in 1999 by an intel research initiative to advance CPU-intensive applications, Real-time ray tracing, 3D display walls, etc. A six-monthly update cycle began with OpenCV 1.0 in 2000 and 1.1 in 2008. A nonprofit organization called OpenCV.org took over the OpenCV project in 2012 and maintains the user and developer sites.<\/span><\/p>\n<h2><span style=\"color: #000000;\"><b><span style=\"color: #993300;\">Applications of OpenCV<\/span><\/b><\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Object detection.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Motion tracking.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Motion understanding.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Facial recognition system.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Structure from motion.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Medical image analysis.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Face recognition.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Medical diagnosis.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Street image switching.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Human-computer interaction.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; color: #000000;\">Virtual reality.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><span style=\"color: #993300;\"><b>Who uses OpenCV<\/b><\/span><\/h2>\n<p><span style=\"color: #000000;\"><span style=\"font-weight: 400;\">Companies like\u00a0 Toyota, Microsoft, Honda, Intel, IBM<\/span><span style=\"font-weight: 400;\">, Sony, and many startups use OpenCV extensively.<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"color: #000000;\"><b><span style=\"color: #993300;\">How Computers Recognize our Image<\/span><\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400; color: #000000;\">We are humans, we can see images normally and identify who he\/she but our computers is not. Work like that needs lots of training first and after that, it is able to tell that in the image who is he\/she. Our computer reads our image in the range between 0 to 255 and they have 3 colors for every colored image Red, Green, and Blur (RGB).<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"color: #993300;\"><b>How We Trained our Model by OpenCV Library?<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400; color: #000000;\">For training our model with the help of the OpenCV library first we need to import the OpenCV library then after that we use the command im-read for reading the image then our machine is read our image in the range between 0 to 255 and detects the colors and then after that, there is a technique called haar cascade. This is a very important technique, by the help of this technique we extract all the important features of our image and those features are very helpful for our machine to recognize people. In this image, features are like what as the person&#8217;s smile range, what is the person&#8217;s nose range, how much his eyes darker, etc These kinds of important features we extract, and then we train our model, and then our model is able to recognize people. In this way, we use the OpenCV library for image classification.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>What is OpenCV OpenCV is an open-source computer vision library that is mainly used for face detection, object detection in images or video, landmark detection, etc. It is mainly aimed <span class=\"readmore\"><a href=\"https:\/\/uplatz.com\/blog\/what-is-opencv-history-applications\/\">Read More &#8230;<\/a><\/span><\/p>\n","protected":false},"author":2,"featured_media":1002,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[121,86],"tags":[],"class_list":["post-1001","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education","category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What is OpenCV : History, Applications | Uplatz Blog<\/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:\/\/uplatz.com\/blog\/what-is-opencv-history-applications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is OpenCV : History, Applications | Uplatz Blog\" \/>\n<meta property=\"og:description\" content=\"What is OpenCV OpenCV is an open-source computer vision library that is mainly used for face detection, object detection in images or video, landmark detection, etc. It is mainly aimed Read More ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/uplatz.com\/blog\/what-is-opencv-history-applications\/\" \/>\n<meta property=\"og:site_name\" content=\"Uplatz Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Uplatz-1077816825610769\/\" \/>\n<meta property=\"article:published_time\" content=\"2022-04-08T11:10:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-03-26T08:24:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/uplatz.com\/blog\/wp-content\/uploads\/2022\/04\/ai-g25252dca3_1920.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"uplatzblog\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@uplatz_global\" \/>\n<meta name=\"twitter:site\" content=\"@uplatz_global\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"uplatzblog\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/what-is-opencv-history-applications\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/what-is-opencv-history-applications\\\/\"},\"author\":{\"name\":\"uplatzblog\",\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#\\\/schema\\\/person\\\/8ecae69a21d0757bdb2f776e67d2645e\"},\"headline\":\"What is OpenCV : History, Applications\",\"datePublished\":\"2022-04-08T11:10:05+00:00\",\"dateModified\":\"2023-03-26T08:24:15+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/what-is-opencv-history-applications\\\/\"},\"wordCount\":388,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/what-is-opencv-history-applications\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/uplatz.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/04\\\/ai-g25252dca3_1920.jpg\",\"articleSection\":[\"IT &amp; 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