{"id":16092,"date":"2016-12-14T13:59:32","date_gmt":"2016-12-14T12:59:32","guid":{"rendered":"http:\/\/www.recantha.co.uk\/blog\/?p=16092"},"modified":"2016-12-14T14:02:18","modified_gmt":"2016-12-14T13:02:18","slug":"fly-colony-relies-on-artificial-intelligence-software-run-on-a-raspberry-pi","status":"publish","type":"post","link":"https:\/\/www.recantha.co.uk\/blog\/?p=16092","title":{"rendered":"Fly colony relies on artificial intelligence software run on a Raspberry Pi"},"content":{"rendered":"<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-16093\" src=\"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?resize=560%2C167&#038;ssl=1\" alt=\"\" width=\"560\" height=\"167\" srcset=\"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?w=1261&amp;ssl=1 1261w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?resize=300%2C89&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?resize=768%2C229&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?resize=1024%2C305&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?resize=560%2C167&amp;ssl=1 560w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?resize=260%2C78&amp;ssl=1 260w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?resize=160%2C48&amp;ssl=1 160w, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?w=1120&amp;ssl=1 1120w\" sizes=\"auto, (max-width: 560px) 100vw, 560px\" \/><\/p>\n<p>David Bowen, who is an\u00a0<a href=\"https:\/\/sfa.d.umn.edu\/department-art-design\/faculty-staff\/david-bowen\" target=\"_blank\">Associate Professor<\/a> of Sculpture and Physical Computing at the University of Minnesota, Duluth, has created a project called <a href=\"http:\/\/www.dwbowen.com\/flyai\" target=\"_blank\">FlyAI<\/a>. In this artificial intelligence experiment, Bowen has established a fly colony inside a transparent globe and is using a piece of learning software called <a href=\"https:\/\/www.tensorflow.org\/\" target=\"_blank\">TensorFlow<\/a>. The Raspberry Pi captures images of the fly environment and then processes it through image recognition libraries and TensorFlow to determine if a fly was present in the photograph. If the fly is determined as being present,\u00a0a pump delivers water and nutrients to the colony. If the fly is not definitely there, no nutrients are delivered. The system will run indefinitely, just to see what happens. You can <a href=\"http:\/\/www.dwbowen.com\/flyai\" target=\"_blank\">read more about the system on Bowen&#8217;s blog<\/a>\u00a0or watch a video below.<br \/>\n<iframe loading=\"lazy\" src=\"https:\/\/player.vimeo.com\/video\/195333146\" width=\"640\" height=\"360\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>David Bowen, who is an\u00a0Associate Professor of Sculpture and Physical Computing at the University of Minnesota, Duluth, has created a project called FlyAI. In this artificial intelligence experiment, Bowen has established a fly colony inside a transparent globe and is&hellip;<\/p>\n<p class=\"more-link-p\"><a class=\"more-link\" href=\"https:\/\/www.recantha.co.uk\/blog\/?p=16092\">Read more &rarr;<\/a><\/p>\n","protected":false},"author":1,"featured_media":16093,"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":true,"_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":[143,70,36,43,68],"tags":[146,144,145],"class_list":["post-16092","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-nature","category-photography","category-research","category-science","tag-experimentation","tag-flies","tag-insects"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Fly colony relies on artificial intelligence software run on a Raspberry Pi - 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=16092\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Fly colony relies on artificial intelligence software run on a Raspberry Pi - Raspberry Pi Pod\" \/>\n<meta property=\"og:description\" content=\"David Bowen, who is an\u00a0Associate Professor of Sculpture and Physical Computing at the University of Minnesota, Duluth, has created a project called FlyAI. In this artificial intelligence experiment, Bowen has established a fly colony inside a transparent globe and is&hellip;Read more &rarr;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.recantha.co.uk\/blog\/?p=16092\" \/>\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=\"2016-12-14T12:59:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2016-12-14T13:02:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?fit=1261%2C376&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"1261\" \/>\n\t<meta property=\"og:image:height\" content=\"376\" \/>\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\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\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=16092#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=16092\"},\"author\":{\"name\":\"Michael Horne\",\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/#\/schema\/person\/c27c4ef2ee1c18b130f1fcd5dcdbb263\"},\"headline\":\"Fly colony relies on artificial intelligence software run on a Raspberry Pi\",\"datePublished\":\"2016-12-14T12:59:32+00:00\",\"dateModified\":\"2016-12-14T13:02:18+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=16092\"},\"wordCount\":144,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=16092#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2016\/12\/flies.jpg?fit=1261%2C376&ssl=1\",\"keywords\":[\"experimentation\",\"flies\",\"insects\"],\"articleSection\":[\"Artificial intelligence\",\"Nature\",\"Photography\",\"Research\",\"Science\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.recantha.co.uk\/blog\/?p=16092#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=16092\",\"url\":\"https:\/\/www.recantha.co.uk\/blog\/?p=16092\",\"name\":\"Fly colony relies on artificial intelligence software run on a Raspberry Pi - 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Designed as an open source alternative to\u00a0Siri, Google Now, Cortana and Echo, it was originally developed for a Raspberry Pi 2 and is hosted on GitHub. Now, the Mycroft team has released an SD card image for the system for Raspberry Pi\u2026","rel":"","context":"In &quot;Artificial intelligence&quot;","block_context":{"text":"Artificial intelligence","link":"https:\/\/www.recantha.co.uk\/blog\/?cat=143"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mycroft.ai\/wp-content\/uploads\/2015\/08\/connect.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/mycroft.ai\/wp-content\/uploads\/2015\/08\/connect.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/mycroft.ai\/wp-content\/uploads\/2015\/08\/connect.png?resize=525%2C300&ssl=1 1.5x"},"classes":[]},{"id":20817,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=20817","url_meta":{"origin":16092,"position":2},"title":"Autonomous driving object detection on the Raspberry Pi using OpenCV, TensorFlow Lite and deep learning","author":"Michael Horne","date":"7 February 2021","format":false,"excerpt":"Ethan Dell is a full-time computer vision engineer who enjoys developing and experimenting with the Raspberry Pi. He has documented a great method of using the Pi (in this case, a Raspberry Pi 4) to do object detection when driving at speed. 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":15429,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=15429","url_meta":{"origin":16092,"position":3},"title":"Raspberry Pi used to subvert San Francisco parking restrictions","author":"Michael Horne","date":"13 September 2016","format":false,"excerpt":"In many San Francisco neighbourhoods, you are required to move your car every two hours to satisfy a parking restriction. However, in reality, you only need to move your car every two hours\u00a0after it has been seen by an enforcement officer. John Naulty decided to use a Pi to detect\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\/ww4.hdnux.com\/photos\/51\/50\/43\/10914023\/4\/920x920.jpg?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/ww4.hdnux.com\/photos\/51\/50\/43\/10914023\/4\/920x920.jpg?resize=350%2C200 1x, https:\/\/i0.wp.com\/ww4.hdnux.com\/photos\/51\/50\/43\/10914023\/4\/920x920.jpg?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/ww4.hdnux.com\/photos\/51\/50\/43\/10914023\/4\/920x920.jpg?resize=700%2C400 2x"},"classes":[]},{"id":16812,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=16812","url_meta":{"origin":16092,"position":4},"title":"New MagPi comes bundled with free goodies for an artificial intelligence Raspberry Pi","author":"Michael Horne","date":"4 May 2017","format":false,"excerpt":"\u00a0 Issue 57 of The MagPi is with us, and what a bumper issue it is. It comes with the hardware for a Google-powered artificial intelligence\/voice recogniser project, or AIY Project. Here's the MagPi's description of the contents: Inside the magazine, you\u2019ll find a Google Voice Hardware Accessory on Top\u2026","rel":"","context":"In &quot;Accessories&quot;","block_context":{"text":"Accessories","link":"https:\/\/www.recantha.co.uk\/blog\/?cat=54"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/05\/Google_AIY.jpg?fit=1200%2C800&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/05\/Google_AIY.jpg?fit=1200%2C800&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/05\/Google_AIY.jpg?fit=1200%2C800&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/05\/Google_AIY.jpg?fit=1200%2C800&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2017\/05\/Google_AIY.jpg?fit=1200%2C800&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":17660,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=17660","url_meta":{"origin":16092,"position":5},"title":"Google AIY Voice Project Kit for the Raspberry Pi goes on sale at The Pi Hut","author":"Michael Horne","date":"29 September 2017","format":false,"excerpt":"I've just noticed that The Pi Hut has just put on sale the Google AIY Voice Kit. This kit, which is the offspring of the famous MagPi issue 57, costs \u00a325 and contains everything you need to put together your own artificial intelligence box, except the Raspberry Pi itself. 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