{"id":2925,"date":"2017-01-19T16:34:19","date_gmt":"2017-01-20T00:34:19","guid":{"rendered":"http:\/\/briantroy.com\/?p=2925"},"modified":"2025-01-03T00:56:51","modified_gmt":"2025-01-03T00:56:51","slug":"person-recognition-opencv-vs-aws-rekognition","status":"publish","type":"post","link":"https:\/\/blogarchive.briantroy.com\/index.php\/2017\/01\/19\/person-recognition-opencv-vs-aws-rekognition\/","title":{"rendered":"Person Recognition: OpenCV vs. AWS Rekognition"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-2926 size-full\" src=\"https:\/\/blogarchive.briantroy.com\/wp-content\/uploads\/2017\/01\/out_mdalarm_20170112-101241-2.jpg\" alt=\"out_mdalarm_20170112-101241\" width=\"400\" height=\"225\" \/><br \/>\nIf you&#8217;ve been following along &#8211; I&#8217;ve been working with <a href=\"https:\/\/aws.amazon.com\/rekognition\/\">AWS Rekognition<\/a> to detect people in security camera footage.<\/p>\n<p>I have <a href=\"https:\/\/briantroy.com\/tag\/rekognition\/\">previous posts<\/a> that discuss the results.<\/p>\n<p>I&#8217;m now running the images through <a href=\"http:\/\/opencv.org\">OpenCV<\/a> using the pre-trained HOG + Linear SVM model. The picture in this post is an example of the output from OpenCV with a person detected and a bounding box drawn.<\/p>\n<p>Over the next day or two I&#8217;ll start processing all the images with both Rekognition and OpenCV. I&#8217;ll also be capturing the results in <a href=\"http:\/\/neo4j.com\">Neo4j<\/a> (where I&#8217;m already capturing the Rekognition object labels) to allow for comparative analysis.<\/p>\n<p>Stay tuned&#8230;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you&#8217;ve been following along &#8211; I&#8217;ve been working with AWS Rekognition to detect people in security camera footage. I have previous posts that discuss the results. I&#8217;m now running the images through OpenCV using the pre-trained HOG + Linear SVM model. The picture in this post is an example of the output from OpenCV&hellip; <a class=\"more-link\" href=\"https:\/\/blogarchive.briantroy.com\/index.php\/2017\/01\/19\/person-recognition-opencv-vs-aws-rekognition\/\">Continue reading <span class=\"screen-reader-text\">Person Recognition: OpenCV vs. AWS Rekognition<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":2907,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,28],"tags":[41,54,81,179,194,198,233],"_links":{"self":[{"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/posts\/2925"}],"collection":[{"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/comments?post=2925"}],"version-history":[{"count":1,"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/posts\/2925\/revisions"}],"predecessor-version":[{"id":3281,"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/posts\/2925\/revisions\/3281"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/media\/2907"}],"wp:attachment":[{"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/media?parent=2925"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/categories?post=2925"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogarchive.briantroy.com\/index.php\/wp-json\/wp\/v2\/tags?post=2925"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}