{"id":15749,"date":"2016-10-26T21:51:34","date_gmt":"2016-10-26T20:51:34","guid":{"rendered":"http:\/\/www.recantha.co.uk\/blog\/?p=15749"},"modified":"2016-10-26T21:51:34","modified_gmt":"2016-10-26T20:51:34","slug":"sort-your-halloween-candy-using-the-raspberry-pi-and-google-cloud-vision","status":"publish","type":"post","link":"https:\/\/www.recantha.co.uk\/blog\/?p=15749","title":{"rendered":"Sort your Halloween candy using the Raspberry Pi and Google Cloud Vision"},"content":{"rendered":"<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full\" src=\"https:\/\/i0.wp.com\/32414320wji53mwwch1u68ce.wpengine.netdna-cdn.com\/wp-content\/uploads\/2016\/10\/BrickPi_Candy_Sorter-Google-Cloud-Vision-and-the-Raspberry-Pi-Camera.jpg?resize=560%2C373\" alt=\"\" width=\"560\" height=\"373\" \/><\/p>\n<p>Building on their <a href=\"https:\/\/www.recantha.co.uk\/blog\/?p=15744\" target=\"_blank\">earlier success with the Google Cloud Vision platform<\/a>, the good people over at Dexter Industries have come up with a great way of sorting through chocolate bars for Halloween. Using a <a href=\"http:\/\/www.dexterindustries.com\/shop\/brickpi-starter-kit\/\" target=\"_blank\">BrickPi<\/a>\u00a0and LEGO pieces, they&#8217;ve created an automatic conveyor belt onto which you place your chocolate. The belt drops the individual bars into a basket which triggers the taking of a picture via the Pi camera. Google Cloud Vision is then used to identify the bar and it is then sorted into &#8216;good&#8217; and &#8216;bad&#8217;. Lovely little project using a mix of technology. <a href=\"http:\/\/www.dexterindustries.com\/projects\/brickpi-candy-sorter-sort-halloween-candy-with-google-cloud-vision-and-the-raspberry-pi\/\" target=\"_blank\">Take a look here<\/a>\u00a0or at the video below:<\/p>\n<p><iframe loading=\"lazy\" title=\"Robot Candy Sorter Using Google Cloud Vision and the Raspberry Pi Camera\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/Hf8EQH7RzKk?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>Building on their earlier success with the Google Cloud Vision platform, the good people over at Dexter Industries have come up with a great way of sorting through chocolate bars for Halloween. Using a BrickPi\u00a0and LEGO pieces, they&#8217;ve created an&hellip;<\/p>\n<p class=\"more-link-p\"><a class=\"more-link\" href=\"https:\/\/www.recantha.co.uk\/blog\/?p=15749\">Read more &rarr;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"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":[8,50,36,39,45,62,48],"tags":[],"class_list":["post-15749","post","type-post","status-publish","format-standard","hentry","category-camera-module","category-making","category-photography","category-programming","category-robotics","category-sensors","category-silliness"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Sort your Halloween candy using the Raspberry Pi and Google Cloud Vision - 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=15749\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sort your Halloween candy using the Raspberry Pi and Google Cloud Vision - Raspberry Pi Pod\" \/>\n<meta property=\"og:description\" content=\"Building on their earlier success with the Google Cloud Vision platform, the good people over at Dexter Industries have come up with a great way of sorting through chocolate bars for Halloween. Using a BrickPi\u00a0and LEGO pieces, they&#8217;ve created an&hellip;Read more &rarr;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.recantha.co.uk\/blog\/?p=15749\" \/>\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=\"2016-10-26T20:51:34+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/32414320wji53mwwch1u68ce.wpengine.netdna-cdn.com\/wp-content\/uploads\/2016\/10\/BrickPi_Candy_Sorter-Google-Cloud-Vision-and-the-Raspberry-Pi-Camera.jpg\" \/>\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=15749#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=15749\"},\"author\":{\"name\":\"Michael Horne\",\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/#\/schema\/person\/c27c4ef2ee1c18b130f1fcd5dcdbb263\"},\"headline\":\"Sort your Halloween candy using the Raspberry Pi and Google Cloud Vision\",\"datePublished\":\"2016-10-26T20:51:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=15749\"},\"wordCount\":128,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=15749#primaryimage\"},\"thumbnailUrl\":\"http:\/\/32414320wji53mwwch1u68ce.wpengine.netdna-cdn.com\/wp-content\/uploads\/2016\/10\/BrickPi_Candy_Sorter-Google-Cloud-Vision-and-the-Raspberry-Pi-Camera.jpg\",\"articleSection\":[\"Camera module\",\"Making\",\"Photography\",\"Programming\",\"Robotics\",\"Sensors\",\"Silliness\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.recantha.co.uk\/blog\/?p=15749#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.recantha.co.uk\/blog\/?p=15749\",\"url\":\"https:\/\/www.recantha.co.uk\/blog\/?p=15749\",\"name\":\"Sort your Halloween candy using the Raspberry Pi and Google Cloud Vision - 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He's been playing around with Google Cloud services, and in particular the Google Cloud Vision API. The API is able to take an image and then interpret it to determine what the camera is \"seeing\". He's written the whole thing up\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\/32414320wji53mwwch1u68ce.wpengine.netdna-cdn.com\/wp-content\/uploads\/2016\/10\/gcplogo-300x194.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":18755,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=18755","url_meta":{"origin":15749,"position":1},"title":"New AIY Project kits coming to the Raspberry Pi &#8211; US now, UK later","author":"Michael Horne","date":"17 April 2018","format":false,"excerpt":"Google has launched new versions of its two AIY Projects kits, but only to the US first of all. 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I totally failed in that aim, due to lack of experience, but I've just come across two\u2026","rel":"","context":"In &quot;Geeky Techiness&quot;","block_context":{"text":"Geeky Techiness","link":"https:\/\/www.recantha.co.uk\/blog\/?cat=22"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":13670,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=13670","url_meta":{"origin":15749,"position":3},"title":"Cloud security camera using a Raspberry Pi","author":"Michael Horne","date":"9 November 2015","format":false,"excerpt":"Tony Dicola over at Adafruit has published a tutorial which takes you through the steps needed to create a motion-sensor controlled security camera which\u00a0uploads photographs to Dropbox so they can be viewed from anywhere in the world. They've even included a hinged, 3D-printed enclosure for the set-up. Read the tutorial\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\/learn.adafruit.com\/system\/assets\/assets\/000\/028\/459\/medium800\/raspberry_pi_IMG_3997-Edit.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/learn.adafruit.com\/system\/assets\/assets\/000\/028\/459\/medium800\/raspberry_pi_IMG_3997-Edit.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/learn.adafruit.com\/system\/assets\/assets\/000\/028\/459\/medium800\/raspberry_pi_IMG_3997-Edit.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/learn.adafruit.com\/system\/assets\/assets\/000\/028\/459\/medium800\/raspberry_pi_IMG_3997-Edit.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":20817,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=20817","url_meta":{"origin":15749,"position":4},"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":11311,"url":"https:\/\/www.recantha.co.uk\/blog\/?p=11311","url_meta":{"origin":15749,"position":5},"title":"Stereo depth perception with the Raspberry Pi Compute Module","author":"Michael Horne","date":"28 October 2014","format":false,"excerpt":"The Raspberry Pi Foundation has posted a lovely explanation of a project carried out by Argon Design. They were given a Compute Module and development board and hooked up two camera modules to it. They then wrote an algorithm to detect depth using the stereo vision two cameras gave them.\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.raspberrypi.org\/wp-content\/uploads\/2014\/10\/15012987398a-500x666.jpg?resize=350%2C200","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/posts\/15749","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=15749"}],"version-history":[{"count":1,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/posts\/15749\/revisions"}],"predecessor-version":[{"id":15750,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=\/wp\/v2\/posts\/15749\/revisions\/15750"}],"wp:attachment":[{"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15749"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15749"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.recantha.co.uk\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15749"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}