{"id":25662,"date":"2021-02-19T06:00:00","date_gmt":"2021-02-19T14:00:00","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=25662"},"modified":"2021-02-20T10:04:19","modified_gmt":"2021-02-20T18:04:19","slug":"ai-will-take-construction-robotics-from-hype-to-reality","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/","title":{"rendered":"AI Will Take Construction Robotics from Hype to Reality"},"content":{"rendered":"\n<p>There is no doubt robots will have a big role in the construction industry, however until these machines can automatically prioritize tasks, project managers will face the same challenges due to inefficiencies, that are amounting to $1.6 trillion a year according to a McKinsey report.<\/p>\n\n\n\n<p>The general awareness AI and deep learning can bring to the table are the first steps to make robotics useful in construction. Building the first steps to unite these technologies, <a href=\"https:\/\/buildots.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Buildots<\/a>, an AI startup, attaches 360 cameras onto project managers\u2019 hardhats to collect footage inside the construction site and analyze the data to deliver comprehensible results.<\/p>\n\n\n\n<p>The data is compared to the building\u2019s design plan, providing project managers with a broad view of the design plan, flagging problems that can be then solved early into the project, and tracking progress with greater accuracy. Buildots provide a general awareness that can be used to integrate other technologies like robotics to construction plans without having to spend time and resources directing them.<\/p>\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 loading=\"lazy\"  id=\"_ytid_29487\"  width=\"480\" height=\"270\"  data-origwidth=\"480\" data-origheight=\"270\" src=\"https:\/\/www.youtube.com\/embed\/1u1hhrMVBvw?enablejsapi=1&#038;autoplay=0&#038;cc_load_policy=0&#038;cc_lang_pref=&#038;iv_load_policy=1&#038;loop=0&#038;modestbranding=0&#038;rel=1&#038;fs=1&#038;playsinline=0&#038;autohide=2&#038;theme=dark&#038;color=red&#038;controls=1&#038;\" class=\"__youtube_prefs__  epyt-is-override  no-lazyload\" title=\"YouTube player\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen data-no-lazy=\"1\" data-skipgform_ajax_framebjll=\"\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Buildots platform creates the \u201cconstruction control room,\u201d by automatically analyzing data captured using hard hat cameras, and comparing it to the designs and schedule. The analysis process is highly accurate and in high resolution, and analyzes every electrical outlet, wall, or window, separately to determine it\u2019s exact state vs. the plans.<\/p>\n\n\n\n<p>Deep learning models are a crucial part of the Buildots platform, and are used throughout the analysis process in multiple flows:<\/p>\n\n\n\n<ol><li><strong>Person Data Removal <\/strong>&#8211; clearing people, phone\/tablet screens, paper notes, etc<\/li><li><strong>Alignment of 360-degree images <\/strong>&#8211; AI-based image stabilization engine<\/li><li><strong>Image quality rating <\/strong>&#8211; determining the level of blurriness, darkness and other factors that would make the image less relevant for analysis or human use.<\/li><li><strong>Indoor navigation <\/strong>&#8211; highly accurate indoor positioning process that is fully reliant on visuals, based on multiple models that find features, assess room structure and others.<\/li><li><strong>Status classification<\/strong> &#8211; realizing the status of every element\/task on the construction site using hundreds of different models.<\/li><\/ol>\n\n\n\n<p>Those models together, accompanied by classic computer vision and machine learning algorithms, do the unbelievable work of transforming random visual data from construction sites, into actionable insights that are correlated with the project\u2019s designs and schedule.<\/p>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a rel=\"noreferrer noopener\" href=\"http:\/\/insidebigdata.com\/newsletter\/\" target=\"_blank\">newsletter<\/a>.<\/em><\/p>\n\n\n\n<p><em>Join us on Twitter:&nbsp;@InsideBigData1 \u2013 <a href=\"https:\/\/twitter.com\/InsideBigData1\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/twitter.com\/InsideBigData1<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The general awareness AI and deep learning can bring to the table are the first steps to make robotics useful in construction. Building the first steps to unite these technologies, Buildots, an AI startup, attaches 360 cameras onto project managers\u2019 hardhats to collect footage inside the construction site and analyze the data to deliver comprehensible results.<\/p>\n","protected":false},"author":10513,"featured_media":22798,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[526,115,87,180,67,56,1],"tags":[437,324,983,264,770,96],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Will Take Construction Robotics from Hype to Reality - insideBIGDATA<\/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:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Will Take Construction Robotics from Hype to Reality - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"The general awareness AI and deep learning can bring to the table are the first steps to make robotics useful in construction. Building the first steps to unite these technologies, Buildots, an AI startup, attaches 360 cameras onto project managers\u2019 hardhats to collect footage inside the construction site and analyze the data to deliver comprehensible results.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/\" \/>\n<meta property=\"og:site_name\" content=\"insideBIGDATA\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/insidebigdata\" \/>\n<meta property=\"article:published_time\" content=\"2021-02-19T14:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-02-20T18:04:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2019\/06\/machine-learning-SHUTTERSTOCK.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"200\" \/>\n\t<meta property=\"og:image:height\" content=\"109\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Editorial Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:site\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Editorial Team\" \/>\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\":\"WebPage\",\"@id\":\"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/\",\"url\":\"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/\",\"name\":\"AI Will Take Construction Robotics from Hype to Reality - insideBIGDATA\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2021-02-19T14:00:00+00:00\",\"dateModified\":\"2021-02-20T18:04:19+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2949e412c144601cdbcc803bd234e1b9\"},\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Will Take Construction Robotics from Hype to Reality\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/insidebigdata.com\/#website\",\"url\":\"https:\/\/insidebigdata.com\/\",\"name\":\"insideBIGDATA\",\"description\":\"Your Source for AI, Data Science, Deep Learning &amp; Machine Learning Strategies\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/insidebigdata.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2949e412c144601cdbcc803bd234e1b9\",\"name\":\"Editorial Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e137ce7ea40e38bd4d25bb7860cfe3e4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e137ce7ea40e38bd4d25bb7860cfe3e4?s=96&d=mm&r=g\",\"caption\":\"Editorial Team\"},\"sameAs\":[\"http:\/\/www.insidebigdata.com\"],\"url\":\"https:\/\/insidebigdata.com\/author\/editorial\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI Will Take Construction Robotics from Hype to Reality - insideBIGDATA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/","og_locale":"en_US","og_type":"article","og_title":"AI Will Take Construction Robotics from Hype to Reality - insideBIGDATA","og_description":"The general awareness AI and deep learning can bring to the table are the first steps to make robotics useful in construction. Building the first steps to unite these technologies, Buildots, an AI startup, attaches 360 cameras onto project managers\u2019 hardhats to collect footage inside the construction site and analyze the data to deliver comprehensible results.","og_url":"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/","og_site_name":"insideBIGDATA","article_publisher":"http:\/\/www.facebook.com\/insidebigdata","article_published_time":"2021-02-19T14:00:00+00:00","article_modified_time":"2021-02-20T18:04:19+00:00","og_image":[{"width":200,"height":109,"url":"https:\/\/insidebigdata.com\/wp-content\/uploads\/2019\/06\/machine-learning-SHUTTERSTOCK.jpg","type":"image\/jpeg"}],"author":"Editorial Team","twitter_card":"summary_large_image","twitter_creator":"@insideBigData","twitter_site":"@insideBigData","twitter_misc":{"Written by":"Editorial Team","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/","url":"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/","name":"AI Will Take Construction Robotics from Hype to Reality - insideBIGDATA","isPartOf":{"@id":"https:\/\/insidebigdata.com\/#website"},"datePublished":"2021-02-19T14:00:00+00:00","dateModified":"2021-02-20T18:04:19+00:00","author":{"@id":"https:\/\/insidebigdata.com\/#\/schema\/person\/2949e412c144601cdbcc803bd234e1b9"},"breadcrumb":{"@id":"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/insidebigdata.com\/2021\/02\/19\/ai-will-take-construction-robotics-from-hype-to-reality\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/insidebigdata.com\/"},{"@type":"ListItem","position":2,"name":"AI Will Take Construction Robotics from Hype to Reality"}]},{"@type":"WebSite","@id":"https:\/\/insidebigdata.com\/#website","url":"https:\/\/insidebigdata.com\/","name":"insideBIGDATA","description":"Your Source for AI, Data Science, Deep Learning &amp; Machine Learning Strategies","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/insidebigdata.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/insidebigdata.com\/#\/schema\/person\/2949e412c144601cdbcc803bd234e1b9","name":"Editorial Team","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e137ce7ea40e38bd4d25bb7860cfe3e4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e137ce7ea40e38bd4d25bb7860cfe3e4?s=96&d=mm&r=g","caption":"Editorial Team"},"sameAs":["http:\/\/www.insidebigdata.com"],"url":"https:\/\/insidebigdata.com\/author\/editorial\/"}]}},"jetpack_featured_media_url":"https:\/\/insidebigdata.com\/wp-content\/uploads\/2019\/06\/machine-learning-SHUTTERSTOCK.jpg","jetpack_shortlink":"https:\/\/wp.me\/p9eA3j-6FU","jetpack-related-posts":[{"id":24854,"url":"https:\/\/insidebigdata.com\/2020\/08\/10\/ai-under-the-hood-flippy-the-robot\/","url_meta":{"origin":25662,"position":0},"title":"AI Under the Hood: Flippy the Robot","date":"August 10, 2020","format":false,"excerpt":"In this installment of \u201cAI Under the Hood\u201d I introduce \"Flippy\" by Miso Robotics. Flippy works in fast-food kitchens, operating a frying station for example. The product was decades in the making in terms of research in robotics and machine learning. Flippy is an amalgamation of motors, sensor, chips and\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2020\/08\/Miso_paper.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":30276,"url":"https:\/\/insidebigdata.com\/2022\/09\/02\/research-highlights-interactive-continual-learning-for-robots-a-neuromorphicapproach\/","url_meta":{"origin":25662,"position":1},"title":"Research Highlights: Interactive continual learning for robots: a neuromorphicapproach","date":"September 2, 2022","format":false,"excerpt":"In this regular column we take a look at highlights for breaking research topics of the day in the areas of big data, data science, machine learning, AI and deep learning. For data scientists, it\u2019s important to keep connected with the research arm of the field in order to understand\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2022\/08\/Research_highlights_6.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":24910,"url":"https:\/\/insidebigdata.com\/2020\/08\/25\/book-review-deep-reinforcement-learning-hands-on\/","url_meta":{"origin":25662,"position":2},"title":"Book Review: Deep Reinforcement Learning Hands-On","date":"August 25, 2020","format":false,"excerpt":"RL is a hugely popular area of deep learning, and many data scientists are exploring this AI technology to broaden their skillet to include a number of important problem domains like chatbots, robotics, discrete optimization, web automation and much more. As a result of this wide-spread interest in RL, there\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2020\/08\/Packt_DeepReinforcementLearningHandsOn.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":17885,"url":"https:\/\/insidebigdata.com\/2017\/05\/14\/nvidia-train-100000-developers-deep-learning-2017\/","url_meta":{"origin":25662,"position":3},"title":"NVIDIA to Train 100,000 Developers on Deep Learning in 2017","date":"May 14, 2017","format":false,"excerpt":"[GPU Technology Conference Coverage] To meet surging demand for expertise in the field of AI, NVIDIA announced that it plans to train 100,000 developers this year \u2014 a tenfold increase over 2016 \u2014 through the NVIDIA Deep Learning Institute. Analyst firm IDC estimates that 80 percent of all applications will\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":27082,"url":"https:\/\/insidebigdata.com\/2021\/09\/08\/heard-on-the-street-9-8-2021\/","url_meta":{"origin":25662,"position":4},"title":"Heard on the Street \u2013 9\/8\/2021","date":"September 8, 2021","format":false,"excerpt":"Welcome to insideBIGDATA\u2019s \u201cHeard on the Street\u201d round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":14649,"url":"https:\/\/insidebigdata.com\/2016\/03\/16\/nervana-delivers-new-cloud-platform-with-advanced-ai-capabilities-for-on-demand-deep-learning\/","url_meta":{"origin":25662,"position":5},"title":"Nervana Delivers New Cloud Platform With Advanced AI Capabilities For On-Demand Deep Learning","date":"March 16, 2016","format":false,"excerpt":"Nervana Systems announced the launch of Nervana Cloud, a hosted hardware and software platform for deep learning that transforms how knowledge is extracted from data. Nervana Cloud enables organizations of all sizes to quickly build and deploy deep learning solutions without investing in infrastructure or in a large machine learning\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/25662"}],"collection":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/users\/10513"}],"replies":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/comments?post=25662"}],"version-history":[{"count":0,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/25662\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/media\/22798"}],"wp:attachment":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/media?parent=25662"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/categories?post=25662"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/tags?post=25662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}