{"id":32426,"date":"2020-05-09T10:02:35","date_gmt":"2020-05-09T02:02:35","guid":{"rendered":"\/blog\/?p=32426"},"modified":"2020-06-19T10:34:01","modified_gmt":"2020-06-19T02:34:01","slug":"projects-with-wio-terminal-tinyml-powered-artificial-nose-that-identifies-booze-using-edge-impulse","status":"publish","type":"post","link":"https:\/\/www.seeedstudio.com\/blog\/2020\/05\/09\/projects-with-wio-terminal-tinyml-powered-artificial-nose-that-identifies-booze-using-edge-impulse\/","title":{"rendered":"Projects with Wio Terminal: TinyML Powered Artificial Nose That Identifies Booze  using Edge Impulse"},"content":{"rendered":"\n<p>We are glad to see the awesome hacking projects made by <a href=\"https:\/\/twitter.com\/kartben\">Benjamin Cab\u00e9.<\/a> The project was powered by <a href=\"https:\/\/www.tinyml.org\/summit\/\">TinyML<\/a>, using  <a href=\"https:\/\/www.edgeimpulse.com\/\">Edge Impulse<\/a> and <a href=\"https:\/\/www.seeedstudio.com\/Wio-Terminal-p-4509.html\">Wio Terminal. <\/a>We will share this awesome project process in this blog and look forward to more projects from the community! <br> Let us know what is the next cook stuff are you going to<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Latest <strong>update on June 19th, 2020: <\/strong><\/h4>\n\n\n\n<p>Benjamin is working on a new IoT project, which\u00a0using machine learning (TinyML) and gas sensors to re-create an artificial nose.  make with Wio Terminal?\u00a0\u00a0Now he has finished the 3D enclosure using Blender and an existing 3D model he bought from SketchFab! Let&#8217;s take a look! <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"810\" height=\"452\" src=\"https:\/\/blog.seeedstudio.com\/wp-content\/uploads\/2020\/06\/image-59.png\" alt=\"\" class=\"wp-image-33975\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/06\/image-59.png 810w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/06\/image-59-300x167.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/06\/image-59-768x429.png 768w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Using Blender to design a 3D printed enclosure for my artificial nose project\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/k5waMykQjak?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>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed-twitter wp-block-embed is-type-rich is-provider-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">Long weekend hacking project: <a href=\"https:\/\/twitter.com\/hashtag\/TinyML?src=hash&amp;ref_src=twsrc%5Etfw\">#TinyML<\/a> powered artificial nose that identifies booze, using <a href=\"https:\/\/twitter.com\/seeedstudio?ref_src=twsrc%5Etfw\">@seeedstudio<\/a>&#39;s Wio Terminal and <a href=\"https:\/\/twitter.com\/EdgeImpulse?ref_src=twsrc%5Etfw\">@edgeimpulse<\/a>. I&#39;m literally mind-blown by the accuracy: it can actually discern different kinds of rum or scotch. <a href=\"https:\/\/t.co\/TFLFAJ8DtM\">pic.twitter.com\/TFLFAJ8DtM<\/a><\/p>&mdash; Benjamin Cab\u00e9 (@kartben) <a href=\"https:\/\/twitter.com\/kartben\/status\/1258791793073815552?ref_src=twsrc%5Etfw\">May 8, 2020<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<p>We can tell in the picture the Wio Terminal was connected with our Grove &#8211; Multichannel Gas Sensor, newly released at the end of April, to read accurate gas data.  Now you can make your own tiny &#8220;wine tasting&#8221; AI device! <\/p>\n\n\n\n<p>Grove &#8211; Multichannel Gas Sensor V2 provides stable and reliable gases detecting function under the circumstances of any other four sorts of gases.&nbsp;It can detect a variety of gases, besides Carbon monoxide (CO), Nitrogen dioxide (NO2), Ethyl alcohol(C2H5CH), Volatile Organic Compounds (VOC), and etc. <\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.seeedstudio.com\/wp-content\/uploads\/2020\/05\/image-30-1030x781.png\" alt=\"\" class=\"wp-image-32427\" width=\"515\" height=\"391\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-30-1030x781.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-30-300x227.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-30-768x582.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-30-1536x1165.png 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-30-2048x1553.png 2048w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-30-1024x776.png 1024w\" sizes=\"(max-width: 515px) 100vw, 515px\" \/><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1030\" height=\"437\" src=\"https:\/\/blog.seeedstudio.com\/wp-content\/uploads\/2020\/05\/image-31-1030x437.png\" alt=\"\" class=\"wp-image-32428\" srcset=\"https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-31-1030x437.png 1030w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-31-300x127.png 300w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-31-768x326.png 768w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-31-1536x652.png 1536w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-31-2048x869.png 2048w, https:\/\/www.seeedstudio.com\/blog\/wp-content\/uploads\/2020\/05\/image-31-1024x434.png 1024w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/figure>\n\n\n\n<p>We will keep updating community feedback, projects, tutorials, and resources for Wio Terminal! Don&#8217;t hesitate to share with us! <\/p>\n","protected":false},"excerpt":{"rendered":"<p>We are glad to see the awesome hacking projects made by Benjamin Cab\u00e9. The project<\/p>\n","protected":false},"author":200,"featured_media":32427,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"iawp_total_views":0,"footnotes":""},"categories":[1],"tags":[1301,3172,1320,1608,142,3171,3003],"class_list":["post-32426","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai","tag-edge-impulse","tag-gas-sensor","tag-machine-learning","tag-open-hardware","tag-tinyml","tag-wio-terminal"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Projects with Wio Terminal: TinyML Powered Artificial Nose That Identifies Booze using Edge Impulse - Latest News from Seeed Studio<\/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.seeedstudio.com\/blog\/2020\/05\/09\/projects-with-wio-terminal-tinyml-powered-artificial-nose-that-identifies-booze-using-edge-impulse\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Projects with Wio Terminal: TinyML Powered Artificial Nose That Identifies Booze using Edge Impulse - Latest News from Seeed Studio\" \/>\n<meta property=\"og:description\" content=\"We are glad to see the awesome hacking projects made by Benjamin Cab\u00e9. 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