{"id":18844,"date":"2018-05-25T08:42:02","date_gmt":"2018-05-25T07:42:02","guid":{"rendered":"http:\/\/www.recantha.co.uk\/blog\/?p=18844"},"modified":"2018-05-25T08:42:02","modified_gmt":"2018-05-25T07:42:02","slug":"counting-bees-in-a-hive-with-a-raspberry-pi","status":"publish","type":"post","link":"https:\/\/www.recantha.co.uk\/blog\/?p=18844","title":{"rendered":"Counting bees in a hive with a Raspberry Pi"},"content":{"rendered":"

\"\"<\/a><\/p>\n

Mat Kelcey set-up a bee hive and wondered if there was a way to count the number of bees in the hive. This, he reasoned, would give him a good indication of the health of the hive and some interesting information for studying behaviour. He set-up a Raspberry Pi, a Pi Camera, some power circuitry and put it all inside a plastic tub. Power is supplied from a LiPo with a solar panel for charging. There’s a whole bunch of stuff on his write-up about image processing, neural networks and TensorFlow that I admit to not really understanding, but if you dig deep, there’s a tremendous amount of detail. You can read his write-up here<\/a>\u00a0and see his code on GitHub<\/a>.<\/p>\n

\"\"<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Mat Kelcey set-up a bee hive and wondered if there was a way to count the number of bees in the hive. This, he reasoned, would give him a good indication of the health of the hive and some interesting…<\/p>\n

Read more →<\/a><\/p>\n","protected":false},"author":1,"featured_media":18846,"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":[8,70,36,39,43,68,51],"tags":[743,329],"class_list":["post-18844","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-camera-module","category-nature","category-photography","category-programming","category-research","category-science","category-tutorials","tag-bees","tag-image-processing"],"yoast_head":"\nCounting bees in a hive with 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=18844\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Counting bees in a hive with a Raspberry Pi - Raspberry Pi Pod\" \/>\n<meta property=\"og:description\" content=\"Mat Kelcey set-up a bee hive and wondered if there was a way to count the number of bees in the hive. This, he reasoned, would give him a good indication of the health of the hive and some interesting…Read more →\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.recantha.co.uk\/blog\/?p=18844\" \/>\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=\"2018-05-25T07:42:02+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i2.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2018\/05\/bees.png?fit=608%2C435&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"608\" \/>\n\t<meta property=\"og:image:height\" content=\"435\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\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=18844#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=18844\"},\"author\":{\"name\":\"Michael Horne\",\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/#\/schema\/person\/c27c4ef2ee1c18b130f1fcd5dcdbb263\"},\"headline\":\"Counting bees in a hive with a Raspberry Pi\",\"datePublished\":\"2018-05-25T07:42:02+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=18844\"},\"wordCount\":132,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=18844#primaryimage\"},\"thumbnailUrl\":\"https:\/\/i0.wp.com\/www.recantha.co.uk\/blog\/wp-content\/uploads\/2018\/05\/bees.png?fit=608%2C435&ssl=1\",\"keywords\":[\"bees\",\"image processing\"],\"articleSection\":[\"Camera module\",\"Nature\",\"Photography\",\"Programming\",\"Research\",\"Science\",\"Tutorials\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.recantha.co.uk\/blog\/?p=18844#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=18844\",\"url\":\"https:\/\/www.recantha.co.uk\/blog\/?p=18844\",\"name\":\"Counting bees in a hive with a Raspberry Pi - 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I don't do it myself, but there's a lot of info about getting your Raspberry Pi to perform when processing audio and avoiding many of the pitfalls. Here's what their site says about the article: The Raspberry Pi can be\u2026","rel":"","context":"With 1 comment","block_context":{"text":"With 1 comment","link":"https:\/\/www.recantha.co.uk\/blog\/?p=2629#comments"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":14038,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=14038","url_meta":{"origin":18844,"position":5},"title":"Self-driving remote control model car uses Raspberry Pi as brain","author":"Michael Horne","date":"18 January 2016","format":false,"excerpt":"Zheng Wang has taken a model Range Rover and slapped a Raspberry Pi and camera module on top, along with a portable power supply. His aims were to build a system that would self-drive along\u00a0a\u00a0track detect stop signs and traffic lights avoid\u00a0front collisions Through\u00a0a lot of image processing and detection,\u2026","rel":"","context":"In "Camera module"","block_context":{"text":"Camera module","link":"https:\/\/www.recantha.co.uk\/blog\/?cat=8"},"img":{"alt_text":"","src":"https:\/\/zhengludwig.files.wordpress.com\/2015\/07\/img_8988.jpg?w=350&h=200&crop=1","width":350,"height":200,"srcset":"https:\/\/zhengludwig.files.wordpress.com\/2015\/07\/img_8988.jpg?w=350&h=200&crop=1 1x, https:\/\/zhengludwig.files.wordpress.com\/2015\/07\/img_8988.jpg?w=525&h=300&crop=1 1.5x, https:\/\/zhengludwig.files.wordpress.com\/2015\/07\/img_8988.jpg?w=700&h=400&crop=1 2x, https:\/\/zhengludwig.files.wordpress.com\/2015\/07\/img_8988.jpg?w=1050&h=600&crop=1 3x"},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/posts\/18844","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=18844"}],"version-history":[{"count":1,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/posts\/18844\/revisions"}],"predecessor-version":[{"id":18847,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/posts\/18844\/revisions\/18847"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/media\/18846"}],"wp:attachment":[{"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=18844"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=18844"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=18844"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}