{"id":17957,"date":"2017-12-18T20:49:55","date_gmt":"2017-12-18T19:49:55","guid":{"rendered":"http:\/\/www.recantha.co.uk\/blog\/?p=17957"},"modified":"2017-12-18T20:49:55","modified_gmt":"2017-12-18T19:49:55","slug":"deep-learning-raspberry-pi-detects-santas-presence-on-a-video-stream","status":"publish","type":"post","link":"https:\/\/www.recantha.co.uk\/blog\/?p=17957","title":{"rendered":"Deep learning Raspberry Pi detects Santa&#8217;s presence on a video stream"},"content":{"rendered":"<p><a href=\"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/12\/santa_detector.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-17958\" src=\"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/12\/santa_detector.jpg?resize=560%2C331&#038;ssl=1\" alt=\"\" width=\"560\" height=\"331\" srcset=\"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/12\/santa_detector.jpg?w=744&amp;ssl=1 744w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/12\/santa_detector.jpg?resize=300%2C177&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/12\/santa_detector.jpg?resize=560%2C331&amp;ssl=1 560w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/12\/santa_detector.jpg?resize=260%2C154&amp;ssl=1 260w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/12\/santa_detector.jpg?resize=160%2C95&amp;ssl=1 160w\" sizes=\"auto, (max-width: 560px) 100vw, 560px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/twitter.com\/PyImageSearch\" target=\"_blank\" rel=\"noopener\">Dr Adrian Rosebrock<\/a>\u00a0has written several tutorials on <a href=\"https:\/\/www.pyimagesearch.com\/start-here-learn-computer-vision-opencv\/\" target=\"_blank\" rel=\"noopener\">deep learning with Python image searches<\/a>. Well, now he&#8217;s used a Raspberry Pi and deep-learning system Keras to develop a video stream detector that alerts you when Santa Claus enters the frame and flashes the lights on a <a href=\"https:\/\/thepihut.com\/products\/3d-xmas-tree-for-raspberry-pi\" target=\"_blank\" rel=\"noopener\">Pi Hut Christmas Tree<\/a>.<\/p>\n<p>You can see more in the video below and <a href=\"https:\/\/www.pyimagesearch.com\/2017\/12\/18\/keras-deep-learning-raspberry-pi\/\" target=\"_blank\" rel=\"noopener\">read more on his blog which features an extensive tutorial<\/a>.<\/p>\n<p><iframe loading=\"lazy\" title=\"Building a &quot;Not Santa&quot; detector on the Raspberry Pi using deep learning, Keras, and Python\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/RdK-8pSQIP0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dr Adrian Rosebrock\u00a0has written several tutorials on deep learning with Python image searches. Well, now he&#8217;s used a Raspberry Pi and deep-learning system Keras to develop a video stream detector that alerts you when Santa Claus enters the frame and&hellip;<\/p>\n<p class=\"more-link-p\"><a class=\"more-link\" href=\"https:\/\/www.recantha.co.uk\/blog\/?p=17957\">Read more &rarr;<\/a><\/p>\n","protected":false},"author":1,"featured_media":17958,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[54,143,72,8,49,51,52],"tags":[582],"class_list":["post-17957","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-accessories","category-artificial-intelligence","category-big-data","category-camera-module","category-software","category-tutorials","category-video","tag-deep-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Deep learning Raspberry Pi detects Santa&#039;s presence on a video stream - Raspberry Pi Pod<\/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:\/\/www.recantha.co.uk\/blog\/?p=17957\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deep learning Raspberry Pi detects Santa&#039;s presence on a video stream - Raspberry Pi Pod\" \/>\n<meta property=\"og:description\" content=\"Dr Adrian Rosebrock\u00a0has written several tutorials on deep learning with Python image searches. Well, now he&#8217;s used a Raspberry Pi and deep-learning system Keras to develop a video stream detector that alerts you when Santa Claus enters the frame and&hellip;Read more &rarr;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.recantha.co.uk\/blog\/?p=17957\" \/>\n<meta property=\"og:site_name\" content=\"Raspberry Pi Pod\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/recantha\/\" \/>\n<meta property=\"article:published_time\" content=\"2017-12-18T19:49:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i1.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/12\/santa_detector.jpg?fit=744%2C440&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"744\" \/>\n\t<meta property=\"og:image:height\" content=\"440\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Michael Horne\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@recantha\" \/>\n<meta name=\"twitter:site\" content=\"@recantha\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Michael Horne\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=17957#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=17957\"},\"author\":{\"name\":\"Michael Horne\",\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/#\/schema\/person\/c27c4ef2ee1c18b130f1fcd5dcdbb263\"},\"headline\":\"Deep learning Raspberry Pi detects Santa&#8217;s presence on a video stream\",\"datePublished\":\"2017-12-18T19:49:55+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=17957\"},\"wordCount\":90,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=17957#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/12\/santa_detector.jpg?fit=744%2C440&ssl=1\",\"keywords\":[\"deep learning\"],\"articleSection\":[\"Accessories\",\"Artificial intelligence\",\"Big Data\",\"Camera module\",\"Software\",\"Tutorials\",\"Video\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.recantha.co.uk\/blog\/?p=17957#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=17957\",\"url\":\"https:\/\/www.recantha.co.uk\/blog\/?p=17957\",\"name\":\"Deep learning Raspberry Pi detects Santa's presence on a video stream - 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He has accomplished this by using OpenCV, so-called\u2026","rel":"","context":"In &quot;Camera module&quot;","block_context":{"text":"Camera module","link":"https:\/\/www.recantha.co.uk\/blog\/?cat=8"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2021\/02\/auto_driving.jpg?fit=788%2C592&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2021\/02\/auto_driving.jpg?fit=788%2C592&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2021\/02\/auto_driving.jpg?fit=788%2C592&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2021\/02\/auto_driving.jpg?fit=788%2C592&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":5568,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=5568","url_meta":{"origin":17957,"position":2},"title":"Connect a Google Glass to the #RaspberryPi using XMPP","author":"Michael Horne","date":"28 August 2013","format":false,"excerpt":"Adafruit has published a tutorial which uses the XMPP protocol to talk between the Google Glass platform and the Raspberry Pi.\u00a0Read more here","rel":"","context":"In &quot;Tutorials&quot;","block_context":{"text":"Tutorials","link":"https:\/\/www.recantha.co.uk\/blog\/?cat=51"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":2679,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=2679","url_meta":{"origin":17957,"position":3},"title":"How to: Raspberry Pi Webcam Server Stream | Techspect","author":"Michael Horne","date":"9 March 2013","format":false,"excerpt":"Techspect has posted a great\u00a0how to for turning a Raspberry Pi into a streaming webcam server.","rel":"","context":"In &quot;Tutorials&quot;","block_context":{"text":"Tutorials","link":"https:\/\/www.recantha.co.uk\/blog\/?cat=51"},"img":{"alt_text":"","src":"\/blog\/wp-content\/uploads\/2013\/03\/RaspiWebcamStr-300x2241.jpg","width":350,"height":200},"classes":[]},{"id":12318,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=12318","url_meta":{"origin":17957,"position":4},"title":"Basic deep learning and image recognition with the Raspberry Pi","author":"Michael Horne","date":"31 March 2015","format":false,"excerpt":"David Walz has blogged about using the DeepBeliefSDK to identify the contents of an image. DeepBelief\u00a0takes\u00a0an image and evaluates\u00a0it with a neural network model in order make a conclusion as to what is in the image. Read more about it here.","rel":"","context":"In &quot;Software&quot;","block_context":{"text":"Software","link":"https:\/\/www.recantha.co.uk\/blog\/?cat=49"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.mis.mpg.de\/ay\/projects\/design_of_learning_systems\/DBN.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":16113,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=16113","url_meta":{"origin":17957,"position":5},"title":"Live streaming to YouTube from your Raspberry Pi","author":"Michael Horne","date":"20 December 2016","format":false,"excerpt":"Christian Cawley over at makeuseof.com\u00a0has done a great tutorial on using avconv together with a Raspberry Pi camera module to stream to YouTube. 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