{"id":24376,"date":"2020-05-11T06:00:00","date_gmt":"2020-05-11T13:00:00","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=24376"},"modified":"2023-05-30T11:34:53","modified_gmt":"2023-05-30T18:34:53","slug":"ai-under-the-hood-decormatters","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2020\/05\/11\/ai-under-the-hood-decormatters\/","title":{"rendered":"AI Under the Hood: DecorMatters"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignright size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"304\" height=\"80\" src=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2020\/05\/DecorMatters_logo.png\" alt=\"\" class=\"wp-image-24377\" srcset=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2020\/05\/DecorMatters_logo.png 304w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2020\/05\/DecorMatters_logo-300x79.png 300w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2020\/05\/DecorMatters_logo-150x39.png 150w\" sizes=\"(max-width: 304px) 100vw, 304px\" \/><\/figure><\/div>\n\n\n<p>In this regular insideBIGDATA feature we highlight our industry\u2019s  movers  and shakers, companies that are pushing technology forward, and  setting  trends for innovation. We look at companies with a focus on big  data,  data science, machine learning, AI and deep learning \u2013 some new,  some  old, always leading, always dynamic. We also take deep dives into  new  technology promoted (or hyped) as \u201cAI\u201d or my favorite \u201cAI-powered\u201d  to  provide transparency for what\u2019s really going on under the hood.  Watch  this column for intimate coverage of some pretty cool firms doing  some  pretty exciting things. Enjoy the ride!  <\/p>\n\n\n\n<p>In this installment of \u201cAI Under the Hood\u201d I introduce Silicon Valley-based <a rel=\"noreferrer noopener\" aria-label=\"DecorMatters (opens in a new tab)\" href=\"https:\/\/www.decormatters.com\/\" target=\"_blank\">DecorMatters<\/a>, a compelling creativity-sharing ecosystem that brings together interior designers and furniture shoppers to make any home renovation project easier and more affordable. Founded in 2016, DecorMatters is powered by augmented reality and AI technology, and is redefining the interior design and furniture shopping experience. The  design platform is a place to create and share, as well as socialize and shop. Users can virtually design any space, using templates or  photos, plus furniture from 30 well-known decor brands. Whether a professional interior designer, artist or business, DecorMatters provides a fun, simple, and useful app to get creative.&nbsp;  <\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\"  id=\"_ytid_38027\"  width=\"480\" height=\"270\"  data-origwidth=\"480\" data-origheight=\"270\" src=\"https:\/\/www.youtube.com\/embed\/yOIedPez1ms?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>The 6.0.0 edition of the DecorMatters app launched in April, and has a far more personalized user experience including a host of enhancements, but content, user, and product recommendations are the biggest developments. The integration of AI means that products, styles, and ideas are customized based on the user\u2019s previous activity and interactions, and therefore their preferences.&nbsp;The new  AI-ready version is available for download from the App Store.&nbsp; <\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>&#8220;Product recommendation requires both image clustering and  product description classification,&#8221; said Jing Xue, COO, and Co-Founder of DecorMatters. &#8220;Thanks to the massive training data we\u2019ve accumulated from the past, we are able to use the state of art deep learning neural networks such as <a href=\"https:\/\/arxiv.org\/abs\/1906.08237\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"XLnet (opens in a new tab)\">XLnet<\/a> to train and classify our  products and achieve more than 95% accuracy rate.\u201d&nbsp;&nbsp;<\/p>\n<\/blockquote>\n\n\n\n<p>Even the most talented and creative minds require inspiration. Just as Spotify\u2019s highly touted algorithm can help cater weekly playlists to your taste, the recent DecorMatters update aims to build bespoke recommendations that will continually evolve alongside your own. Not only that, but it will also make suggestions of comparable user profiles, helping to build a true design community.<\/p>\n\n\n\n<p>The DecorMatters app already applies augmented reality (AR) to allow users  to visualize new designs in their real homes. The app even has an AR  ruler to help measure room dimensions. Meanwhile, blockchain technology  in the app facilitates rewarding content creators with profits received  from product recommendations, as well as copyright authorizations. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/12\/Daniel_2018_pic.png\" alt=\"\" class=\"wp-image-21778\" width=\"104\" height=\"119\" srcset=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/12\/Daniel_2018_pic.png 200w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/12\/Daniel_2018_pic-131x150.png 131w\" sizes=\"(max-width: 104px) 100vw, 104px\" \/><\/figure><\/div>\n\n\n<p>C<em>ontributed by Daniel D. Gutierrez, Managing Editor and Resident \n Data Scientist for insideBIGDATA. In addition to being a tech  \njournalist, Daniel also is a consultant in data scientist, author,  \neducator and sits on a number of advisory boards for various start-up  \ncompanies.&nbsp;<\/em><\/p>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a href=\"http:\/\/insidebigdata.com\/newsletter\/\" target=\"_blank\" rel=\"noreferrer noopener\">newsletter<\/a>.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this installment of \u201cAI Under the Hood\u201d I introduce Silicon Valley-based DecorMatters, a compelling creativity-sharing ecosystem that brings together interior designers and furniture shoppers to make any home renovation project easier and more affordable. Founded in 2016, DecorMatters is powered by augmented reality and AI technology, and is redefining the interior design and furniture shopping experience. The  design platform is a place to create and share, as well as socialize and shop. <\/p>\n","protected":false},"author":37,"featured_media":24377,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[526,1297,87,180,56,1,85],"tags":[437,324,95],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Under the Hood: DecorMatters - 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\/2020\/05\/11\/ai-under-the-hood-decormatters\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Under the Hood: DecorMatters - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"In this installment of \u201cAI Under the Hood\u201d I introduce Silicon Valley-based DecorMatters, a compelling creativity-sharing ecosystem that brings together interior designers and furniture shoppers to make any home renovation project easier and more affordable. Founded in 2016, DecorMatters is powered by augmented reality and AI technology, and is redefining the interior design and furniture shopping experience. The design platform is a place to create and share, as well as socialize and shop.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2020\/05\/11\/ai-under-the-hood-decormatters\/\" \/>\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=\"2020-05-11T13:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-05-30T18:34:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2020\/05\/DecorMatters_logo.png\" \/>\n\t<meta property=\"og:image:width\" content=\"304\" \/>\n\t<meta property=\"og:image:height\" content=\"80\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Daniel Gutierrez\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@AMULETAnalytics\" \/>\n<meta name=\"twitter:site\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Daniel Gutierrez\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/insidebigdata.com\/2020\/05\/11\/ai-under-the-hood-decormatters\/\",\"url\":\"https:\/\/insidebigdata.com\/2020\/05\/11\/ai-under-the-hood-decormatters\/\",\"name\":\"AI Under the Hood: DecorMatters - insideBIGDATA\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2020-05-11T13:00:00+00:00\",\"dateModified\":\"2023-05-30T18:34:53+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2540da209c83a68f4f5922848f7376ed\"},\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2020\/05\/11\/ai-under-the-hood-decormatters\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2020\/05\/11\/ai-under-the-hood-decormatters\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2020\/05\/11\/ai-under-the-hood-decormatters\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Under the Hood: DecorMatters\"}]},{\"@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\/2540da209c83a68f4f5922848f7376ed\",\"name\":\"Daniel Gutierrez\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/5780282e7e567e2a502233e948464542?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/5780282e7e567e2a502233e948464542?s=96&d=mm&r=g\",\"caption\":\"Daniel Gutierrez\"},\"description\":\"Daniel D. Gutierrez is a Data Scientist with Los Angeles-based AMULET Analytics, a service division of AMULET Development Corp. He's been involved with data science and Big Data long before it came in vogue, so imagine his delight when the Harvard Business Review recently deemed \\\"data scientist\\\" as the sexiest profession for the 21st century. Previously, he taught computer science and database classes at UCLA Extension for over 15 years, and authored three computer industry books on database technology. He also served as technical editor, columnist and writer at a major computer industry monthly publication for 7 years. 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The company's Growth Analyst reached out to me on LinkedIn, and I liked what I learned from the materials I received.","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2020\/03\/causaLens_logo.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":24854,"url":"https:\/\/insidebigdata.com\/2020\/08\/10\/ai-under-the-hood-flippy-the-robot\/","url_meta":{"origin":24376,"position":1},"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":24062,"url":"https:\/\/insidebigdata.com\/2020\/03\/19\/ai-under-the-hood-kaskada-inc\/","url_meta":{"origin":24376,"position":2},"title":"AI Under the Hood: Kaskada, Inc.","date":"March 19, 2020","format":false,"excerpt":"In this installment of \"AI Under the Hood\" I introduce Kasakda, Inc., a Seattle-based early stage company founded in January 2018. Kaskada is a machine learning platform for feature engineering using event-based data. Kaskada\u2019s platform allows data scientists to unify the feature engineering process across their organizations with a single\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":24336,"url":"https:\/\/insidebigdata.com\/2020\/04\/29\/ai-under-the-hood-playform\/","url_meta":{"origin":24376,"position":3},"title":"AI Under the Hood: Playform","date":"April 29, 2020","format":false,"excerpt":"In this installment of \u201cAI Under the Hood\u201d I introduce recently launched Playform (Artrendex Inc.), a generative AI collaborative tool for artists. The company\u2019s tech publicist reached out to me around when the global pandemic became serious, so it's taken a while for me to write this review. But I\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":26483,"url":"https:\/\/insidebigdata.com\/2021\/06\/17\/ai-under-the-hood-object-detection-model-capable-of-identifying-floating-plastic-beneath-the-surface-of-the-ocean\/","url_meta":{"origin":24376,"position":4},"title":"AI Under the Hood: Object Detection Model Capable of Identifying Floating Plastic Beneath the Surface of the Ocean","date":"June 17, 2021","format":false,"excerpt":"A group of researchers, Gautam Tata, Sarah-Jeanne Royer, Olivier Poirion, and Jay Lowe, have written a new paper \"DeepPlastic: A Novel Approach to Detecting Epipelagic Bound Plastic Using Deep Visual Models.\" The workflow described in the paper includes creating and preprocessing a domain-specific data set, building an object detection model\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"deep learning","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2018\/10\/shutterstock_1096541144.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":24721,"url":"https:\/\/insidebigdata.com\/2020\/07\/11\/research-highlights-exbert\/","url_meta":{"origin":24376,"position":5},"title":"Research Highlights: ExBERT","date":"July 11, 2020","format":false,"excerpt":"In the insideBIGDATA Research Highlights column we take a look at new and upcoming results from the research community for data science, machine learning, AI and deep learning. Our readers need to get a glimpse for technology coming down the pipeline that will make their efforts more strategic and competitive.\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2020\/07\/exBERT_fig.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/24376"}],"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\/37"}],"replies":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/comments?post=24376"}],"version-history":[{"count":0,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/24376\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/media\/24377"}],"wp:attachment":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/media?parent=24376"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/categories?post=24376"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/tags?post=24376"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}