{"id":4492,"date":"2018-09-11T14:08:45","date_gmt":"2018-09-11T14:08:45","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=4492"},"modified":"2019-08-21T13:43:10","modified_gmt":"2019-08-21T13:43:10","slug":"10-revolutionary-artificial-intelligence-projects","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/","title":{"rendered":"Top 10 Artificial Intelligence Projects"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f1663b8b7bb\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69f1663b8b7bb\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#10_Tesla\" title=\"10. Tesla\">10. Tesla<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#9_Alexa\" title=\"9. Alexa\u00a0\">9. Alexa\u00a0<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#8_Netflix\" title=\"8. Netflix\">8. Netflix<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#7_Microsofts_Cortana\" title=\"7. Microsoft\u2019s Cortana\">7. Microsoft\u2019s Cortana<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#6_Google_Brain\" title=\"6. Google Brain\">6. Google Brain<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#5_AlphaGo\" title=\"5. AlphaGo\">5. AlphaGo<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#4_Yelp\" title=\"4. Yelp\">4. Yelp<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#3_Pandora\" title=\"3. Pandora\">3. Pandora<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#2_Edgecase\" title=\"2. Edgecase\">2. Edgecase<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#1_IBMs_Watson\" title=\"1. IBM\u2019s Watson\">1. IBM\u2019s Watson<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#Artificial_Intelligence_Projects_in_the_Arts\" title=\"Artificial Intelligence Projects in the Arts\">Artificial Intelligence Projects in the Arts<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/#AI_Gets_Smarter_Every_Day\" title=\"AI Gets Smarter Every Day\">AI Gets Smarter Every Day<\/a><\/li><\/ul><\/nav><\/div>\n<p>Industries are adopting <a href=\"https:\/\/www.kolabtree.com\/blog\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">artificial intelligence<\/a> and machine learning on a grand scale. Tech companies both big and small are working on<a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/artificial-intelligence?utm_source=Blog_AIProjects\"> artificial intelligence<\/a> projects that will shape the future of industries such as <a href=\"https:\/\/blog.kolabtree.com\/the-future-of-artificial-intelligence-in-healthcare\/\">healthcare<\/a>, banking, business, education and more.\u00a0 We\u2019re not quite at the point where <em>everything<\/em> is automated and machine-run, but we\u2019re getting there.\u00a0 These technologies are all around us, quietly running in the background and keeping operations chugging along. AI is silently reshaping our society by affecting how we get things done, how we vote, how we purchase goods, and the choices we make.<\/p>\n<p>It\u2019s likely you interacted with an AI-powered system at some point but didn\u2019t even know it. In a recent study, 37 percent of respondents said they had used an AI tool. Of those who said no, <a href=\"https:\/\/www.zdnet.com\/article\/63-percent-of-people-do-not-realize-theyre-using-ai-according-to-new-research\/\">63 percent had used it<\/a> \u2014 they just weren\u2019t aware of it. As the technology becomes more sophisticated, that will become more prevalent. While some AI projects such as Google Brain and Microsoft&#8217;s Cortana are well-known, there are a huge number of startups working on AI in the arts. If you thought AI was taking away business jobs, say hello now to AI artists and musicians. In fact, AI is even helping <a href=\"https:\/\/www.independent.co.uk\/life-style\/gadgets-and-tech\/news\/ai-breakthrough-listen-signal-space-frbs-discovery-latest-artificial-intelligence-a8531366.html\">decode strange signals<\/a> in the universe! Here are some\u00a0<span style=\"font-size: 14px;\">revolutionary artificial intelligence projects that transforming the world around us.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"10_Tesla\"><\/span>10. Tesla<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Self-driving and autonomous vehicles will be navigating our roadways before we know it. Just about every company out there, from Google to auto manufacturers like Ford and GM, are working on self-driving tech.<\/p>\n<p>The standout, at least right now, is Tesla \u2014 thanks to their AutoPilot feature. You could even argue Tesla vehicles are some of the best ones ever made. One of the drivers of this sentiment is the AI and predictive capability of its self-driving system. While other providers are painstakingly working to get this technology on the road, Tesla has already achieved the unthinkable \u2014 it\u2019s out there, in consumers\u2019 hands, right now.<\/p>\n<p>Every day, Tesla vehicles and the AI system grow smarter, thanks to a vast quantity of user and performance data and over-the-air updates.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"9_Alexa\"><\/span>9. Alexa<strong>\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>You didn\u2019t think we\u2019d make a list like this without mentioning Amazon\u2019s Alexa at least once, did you? Sure, she\u2019s a voice assistant like any other when you break it down to basics, but what Amazon is doing with the platform really makes it stand out.<\/p>\n<p>Amazon calls the structure of Alexa\u2019s AI platform \u201cconversational AI,\u201d which allows the assistant to react and respond to queries more naturally. Of course, it seems like just about every tech firm out there is trying to deliver an assistant that\u2019s more human than ever before, so that alone is nothing unheard of.<\/p>\n<p>Alexa is worth talking about because of how open the platform is, at least to skilled developers and other brands. Thanks to a robust API and incredible support for \u201cAlexa skills\u201d \u2014 a sort of add-in channel that allows you to add new apps to Alexa devices \u2014 the platform grows daily, even beyond what Amazon\u2019s official team of engineers are doing.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"8_Netflix\"><\/span>8. Netflix<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-4517\" src=\"https:\/\/blog.kolabtree.com\/wp-content\/uploads\/2018\/09\/netflix-1024x683.jpg\" alt=\"\" width=\"445\" height=\"297\" srcset=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/netflix-1024x683.jpg 1024w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/netflix-300x200.jpg 300w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/netflix-768x512.jpg 768w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/netflix-1080x720.jpg 1080w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/netflix.jpg 1350w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/netflix-300x200@2x.jpg 600w\" sizes=\"(max-width: 445px) 100vw, 445px\" \/><\/p>\n<p>Even just a few years ago, it would have been unheard of to think an entertainment company like Netflix would have their hand in the AI game. However, the company\u2019s efforts have helped foster one of the most complex and advanced <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/machine-learning?utm_source=Blog&amp;utm_campaign=10AIprojects\">machine learning<\/a> tools in the modern market.<\/p>\n<p>Netflix uses alarmingly accurate predictive measures to analyze and deliver more relevant viewer content. It does this by analyzing past behavior and viewed content, as well as customer reactions to films and shows. Every time you select that little \u201cthumbs up\u201d after watching something on Netflix, the AI registers the interaction.<\/p>\n<p>As more customers use the platform and user profiles and data sets grow, the system becomes smarter and more accurate. That is the whole idea behind machine learning and cognitive AI systems: They are designed to become smarter and more skilled with time as they ingest larger stores of data. The takeaway here is that Netflix leverages the technology in some pretty inspiring ways.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"7_Microsofts_Cortana\"><\/span>7. Microsoft\u2019s Cortana<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>As you may well know, Microsoft\u2019s Cortana was born out of a need to compete with the likes of Google Assistant, Siri and Alexa. It powers a voice assistant that comes with nearly all modern Microsoft products. But the name is also a moniker for the company\u2019s large-scale AI engine.<\/p>\n<p>Since its inception, Microsoft\u2019s developers have been working hard to optimize and improve the platform in varying ways. One of the most promising stems from <a href=\"https:\/\/www.theverge.com\/2018\/5\/21\/17375482\/microsoft-semantic-machines-acquisition-bots-cortana-human\">Microsoft\u2019s acquisition of Semantic Machines<\/a>, a relatively recent AI startup. The idea is to help establish a more accurate and intelligent assistant \u2014 like Cortana \u2014 who can respond naturally to humans. Semantic Machines will further this concept because their platforms rely on machine learning to help inform bots and drive customer interactions.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"6_Google_Brain\"><\/span>6. Google Brain<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Formed back in 2010, Google Brain is a deep learning and AI research team at the major tech firm. Like most of Google\u2019s teams, they have a lot of freedom, which means they can adhere to whatever agenda they like. This flexibility results in some incredibly unique artificial intelligence projects.<\/p>\n<p>Of course, it also powers the primary engine Google uses for most of its products, including Google Assistant \u2014 Google\u2019s answer to the likes of Alexa and Siri.<\/p>\n<p>One of the most recent products or developments from Google Brain <a href=\"https:\/\/ai.googleblog.com\/2015\/11\/computer-respond-to-this-email.html\">is Smart Reply<\/a>, a quick messaging tool integrated into Gmail that helps automate common responses. It also works with text messaging apps through the Android mobile operating system.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"5_AlphaGo\"><\/span>5. AlphaGo<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"https:\/\/deepmind.com\/research\/alphago\/\">AlphaGo<\/a>, believe it or not, is an offshoot of Google\u2019s DeepMind \u2014 another AI and machine learning project from the tech firm. More specifically, it\u2019s a computer program designed to play the board game Go. There are several variations, including AlphaGo Zero, AlphaGo Master, AlphaGo Lee and more.<\/p>\n<p>In 2015, AlphaGo became one of the first computer programs in history to beat a human professional without any handicaps. The game also took place on a full-sized 19\u201d x 19\u201d board \u2014 which is, if you didn\u2019t know, unprecedented. The AI and its algorithms had to account for more board space than previous versions, which involved more moves and player outcomes.<\/p>\n<p>It is remarkable because it shows how AI systems can compete with human efforts on a more even keel. It\u2019s proof AI will someday serve as a replacement \u2014 or augmentation \u2014 for human cognitive abilities.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Yelp\"><\/span>4. Yelp<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Like many of the companies on this list, Yelp is leveraging machine learning and AI to improve the experience of its user base. Where Yelp differs, however, is how they\u2019re specifically using AI to classify and categorize uploaded images better.<\/p>\n<p>For a computer, it\u2019s difficult to analyze an image and discern whether it\u2019s inside an establishment or outside. But knowing this, and showing the right images, is integral to online review platforms like Yelp. So, <a href=\"https:\/\/engineeringblog.yelp.com\/2015\/10\/how-we-use-deep-learning-to-classify-business-photos-at-yelp.html\">they\u2019ve employed machine learning<\/a> to automate this process and provide much more practical reviews.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Pandora\"><\/span>3. Pandora<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Similar to Netflix, <a href=\"https:\/\/venturebeat.com\/2017\/07\/12\/pandora-uses-machine-learning-to-make-sense-of-80-billion-thumb-votes\/\">Pandora leverages AI<\/a> to deliver a more relevant experience to its audience \u2014 they even refer to the platform as their musical DNA.<\/p>\n<p>Through a wide variety of traits and characteristics, each track or piece of music on the platform gets analyzed, first by a group of professional musicians and audiophiles. It then gets custom tags, which help the AI deliver more targeted recommendations.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Edgecase\"><\/span>2. Edgecase<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Previously named Compare Metrics, <a href=\"https:\/\/techcrunch.com\/2014\/08\/26\/edgecase-relaunch\/\">Edgecase is an e-commerce tool<\/a> designed to help improve conversion rates through the power of machine learning. The goal is to provide a more relevant experience for online customers by using behavioral data and insights. Think of it as analogous to window shopping, only via online retailers. The platform helps people find results, even when they don\u2019t necessarily know exactly what they want.<\/p>\n<p>Honestly, who wouldn\u2019t want to see casual browsing become more rewarding and accurate?<\/p>\n<h2><span class=\"ez-toc-section\" id=\"1_IBMs_Watson\"><\/span>1. IBM\u2019s Watson<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>IBM\u2019s Watson is a cognitive AI and machine learning platform that is in use for a nearly endless stream of projects. If we were to list everything it\u2019s capable of, <a href=\"https:\/\/www.computerworlduk.com\/galleries\/it-vendors\/innovative-ways-companies-are-using-ibm-watson-3585847\/\">we\u2019d be here all day<\/a>. It\u2019s having a profound impact on banking and finance, online therapy and mental health, retail, marketing, and even customer service.<\/p>\n<p>One of the most innovative uses is happening in the sports industry. The Toronto Raptors are <a href=\"https:\/\/www-935.ibm.com\/services\/ibmix\/case-studies\/toronto-raptors.html\">using the platform to analyze and draft<\/a> potential players based on existing skill gaps. It looks at the skills, talents, personality traits and character of current players, and uses this information to assess potential recruits.<\/p>\n<p>The system then helps the team select ideal players during prospecting sessions. Recruiters enter the necessary details into the system during their observations. Later, it makes predictive suggestions for what players the team should pursue.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Artificial_Intelligence_Projects_in_the_Arts\"><\/span>Artificial Intelligence Projects in the Arts<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Apart from the examples listed above, innovators worldwide are working on artificial intelligence projects in music and art.<\/p>\n<ul>\n<li>Melomics uses AI to compose music without any kind of human intervention. The software has produced over 1 billion songs already and has even put out entire albums! Listen to one of the tracks <a href=\"https:\/\/www.youtube.com\/watch?v=jkI09S4o9WE\">here<\/a>.<\/li>\n<li>Robbie Barrat&#8217;s Stanford robot <a href=\"https:\/\/www.thedrum.com\/news\/2018\/05\/18\/ai-artist-behind-art-latest-bloomberg-cover\">worked for two weeks<\/a> to create an oil painting for Businessweek&#8217;s AI special issue.<\/li>\n<li>Researchers from the University of T\u00fcbingen have put together an online AI painter, DeepArt, that creates &#8220;Neural Art&#8221; based on photographs. You can upload a photo, choose a style and have a neural network create an image for you.<\/li>\n<li>The French art collective Obvious has created an algorithm that can generate portraits of the 18th century. One of their portraits was sold to a Paris-based collector for\u00a0\u20ac10,000.<\/li>\n<li>An engineer based in Krakow created a <a href=\"https:\/\/www.classicfm.com\/music-news\/videos\/robot-pianist\/\">robot<\/a> called &#8220;Stanley&#8221; that can accompany his violin-playing on the piano.<\/li>\n<li>Teotronica is an Italian based company that created a piano-playing robot. Here&#8217;s a video of it playing Mozart:<\/li>\n<\/ul>\n<p><iframe loading=\"lazy\" width=\"702\" height=\"395\" src=\"https:\/\/www.youtube.com\/embed\/hXrNCak63u0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<h2><span class=\"ez-toc-section\" id=\"AI_Gets_Smarter_Every_Day\"><\/span>AI Gets Smarter Every Day<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>This list represents a mere handful of the use cases for artificial intelligence and machine learning in the world today. The opportunity will only continue to grow into the future, as more companies and organizations look to implement the technology. Very soon, AI will be an inescapable part of our lives.<\/p>\n<p>&#8212;-<br \/>\nWant to consult an <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/artificial-intelligence?utm_source=Blog_AIProjects\">artificial intelligence expert<\/a>? Choose from 5000+ PhD-qualified scientists from MIT, NASA, Harvard University, Stanford University, and more on Kolabtree. <a href=\"https:\/\/www.kolabtree.com\/?utm_source=Blog_AIProjects\">Post your project for free<\/a>!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Industries are adopting artificial intelligence and machine learning on a grand scale. Tech companies both big and small are working on artificial intelligence projects that will shape the future of industries such as healthcare, banking, business, education and more.\u00a0 We\u2019re not quite at the point where everything is automated and machine-run, but we\u2019re getting there.\u00a0<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/\" title=\"Read More\">Read More<\/a><\/div>\n","protected":false},"author":42,"featured_media":4516,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[434,247,433],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Top 10 Artificial Intelligence Projects - The Kolabtree Blog<\/title>\n<meta name=\"description\" content=\"Artificial Intelligence projects that are shaping the future: Are we ready to welcome not just Cortanas and Watsons but also AI Bachs and Van Goghs?\" \/>\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.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top 10 Artificial Intelligence Projects\" \/>\n<meta property=\"og:description\" content=\"Artificial Intelligence projects that are shaping the future: Are we ready to welcome not just Cortanas and Watsons but also AI Bachs and Van Goghs?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/10-revolutionary-artificial-intelligence-projects\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" content=\"2018-09-11T14:08:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-08-21T13:43:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/09\/robot-piano.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1267\" \/>\n\t<meta property=\"og:image:height\" content=\"950\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Nathan Sykes\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:site\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nathan Sykes\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 minutes\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Top 10 Artificial Intelligence Projects - 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