{"id":763,"date":"2016-06-17T15:59:03","date_gmt":"2016-06-17T12:59:03","guid":{"rendered":"https:\/\/imagga.com\/blog\/?p=763"},"modified":"2019-06-06T15:57:54","modified_gmt":"2019-06-06T12:57:54","slug":"imagga-featured-hack-hipster-bar","status":"publish","type":"post","link":"https:\/\/imagga.com\/blog\/imagga-featured-hack-hipster-bar\/","title":{"rendered":"Imagga Featured Hack: Hipster Bar"},"content":{"rendered":"<p>Hipster bar is where only hipsters are allowed! How do you reinforce that? With a physical doorman who\u2019s job is to ruthlessly send back guys without beards, or, in the case of the Max Dovey\u2019s project &#8211; using Imagga\u2019s image recognition technology. The hipster bar was open to the public for the duration of WdW Festival 2015.<\/p>\n<p>Let\u2019s get into the details of this quite unique usage of Imagga\u2019s powerful image recognition technology. To enter the bar, you need to stand in front of camera that snaps a photo of you and then sends it to Imagga servers. Then the tech analyses your look and as result returns how certain the system is you are a hipster.<br \/>\nIf you are found over 90% hipster, the door of the bar will open and you can join great company of people that are hipster enough.<\/p>\n<p>Hipster is quite loose term and usually is used to describe a subculture of people who attempt to keep up to date with the latest trend and remain &#8216;hip&#8217;. These are men and women in their 20&#8217;s and 30&#8217;s that value progressive politics and independent thinking, and often have appetite for art and indie-rock &amp; counterculture. Of course being hipster includes certain look &#8211; thick rimmed glasses, tight-fitting jeans, old-school sneakers, \u00a0side-swept bangs and beards (men only).<\/p>\n<p>Max Dovey, an artist from Rotterdam, who initiated the project, sourced thousands of images of hipsters to be used by our team to build a special hipster deep learning mode. \u00a0The specific classifier was able to easily distinguish between snaps of hipsters and all the rest. Here\u2019s how it actually worked:<\/p>\n<p><iframe src=\"https:\/\/player.vimeo.com\/video\/139604496?width=840&#038;height=1000&#038;discover=1?dnt=1&#038;app_id=122963\" width=\"840\" height=\"473\" frameborder=\"0\" title=\"a hipster bar\" allow=\"autoplay; fullscreen\" allowfullscreen><\/iframe><\/p>\n<p>Have another crazy idea? Don\u2019t hesitate to try it out &#8211; with our custom training only the sky is the limit&#8230; if you are hip enough \ud83d\ude09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hipster bar is where only hipsters are allowed! How do you reinforce that? With a physical doorman who\u2019s job is [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1222,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[5,42],"tags":[52,58,71,72,73,95],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Hipster Bar: Test if You Are a Hipster - Camera Doorman Using Image Recognition<\/title>\n<meta name=\"description\" content=\"Featured image recognition hack - allow access to just hipsters by utilizing image recognition with special machine learning training.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/imagga.com\/blog\/imagga-featured-hack-hipster-bar\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hipster Bar: Test if You Are a Hipster - Camera Doorman Using Image Recognition\" \/>\n<meta property=\"og:description\" content=\"Featured image recognition hack - allow access to just hipsters by utilizing image recognition with special machine learning training.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/imagga.com\/blog\/imagga-featured-hack-hipster-bar\/\" \/>\n<meta property=\"og:site_name\" content=\"Imagga Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/imagga\/\" \/>\n<meta property=\"article:published_time\" content=\"2016-06-17T12:59:03+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-06-06T12:57:54+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/imagga.com\/blog\/wp-content\/uploads\/2016\/02\/hipster_bar.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n<meta name=\"twitter:card\" content=\"summary\" \/>\n<meta name=\"twitter:creator\" content=\"@imagga\" \/>\n<meta name=\"twitter:site\" content=\"@imagga\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Chris Georgiev\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https:\/\/imagga.com\/blog\/#organization\",\"name\":\"Imagga\",\"url\":\"https:\/\/imagga.com\/blog\/\",\"sameAs\":[\"https:\/\/www.facebook.com\/imagga\/\",\"https:\/\/twitter.com\/imagga\",\"https:\/\/www.linkedin.com\/company\/imagga\/\",\"https:\/\/twitter.com\/imagga\"],\"logo\":{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/imagga.com\/blog\/#logo\",\"inLanguage\":\"en-US\",\"url\":\"https:\/\/imagga.com\/blog\/wp-content\/uploads\/2017\/04\/logo_white_blog.svg\",\"contentUrl\":\"https:\/\/imagga.com\/blog\/wp-content\/uploads\/2017\/04\/logo_white_blog.svg\",\"width\":\"27\",\"height\":\"29\",\"caption\":\"Imagga\"},\"image\":{\"@id\":\"https:\/\/imagga.com\/blog\/#logo\"}},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/imagga.com\/blog\/#website\",\"url\":\"https:\/\/imagga.com\/blog\/\",\"name\":\"Imagga Blog\",\"description\":\"Image recognition in the cloud\",\"publisher\":{\"@id\":\"https:\/\/imagga.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/imagga.com\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/imagga.com\/blog\/imagga-featured-hack-hipster-bar\/#primaryimage\",\"inLanguage\":\"en-US\",\"url\":\"https:\/\/imagga.com\/blog\/wp-content\/uploads\/2016\/02\/hipster_bar.jpg\",\"contentUrl\":\"https:\/\/imagga.com\/blog\/wp-content\/uploads\/2016\/02\/hipster_bar.jpg\",\"width\":\"1920\",\"height\":\"1080\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/imagga.com\/blog\/imagga-featured-hack-hipster-bar\/#webpage\",\"url\":\"https:\/\/imagga.com\/blog\/imagga-featured-hack-hipster-bar\/\",\"name\":\"Hipster Bar: Test if You Are a Hipster - 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