{"id":2538,"date":"2023-02-20T10:06:52","date_gmt":"2023-02-20T09:06:52","guid":{"rendered":"https:\/\/naska.ai\/?page_id=2538"},"modified":"2023-05-04T21:35:46","modified_gmt":"2023-05-04T20:35:46","slug":"research-development","status":"publish","type":"page","link":"https:\/\/naska.ai\/research-development\/","title":{"rendered":"Research and Development"},"content":{"rendered":"\n<div class=\"wp-block-cover alignfull head-page\" style=\"min-height:275px\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-contrast-background-color has-background-dim-0 has-background-dim\"><\/span><img decoding=\"async\" width=\"1920\" height=\"328\" class=\"wp-block-cover__image-background wp-image-2902\" alt=\"\" src=\"https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2.png\" data-object-fit=\"cover\" srcset=\"https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2.png 1920w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2-300x51.png 300w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2-1024x175.png 1024w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2-768x131.png 768w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2-1536x262.png 1536w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2-500x85.png 500w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2-800x137.png 800w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2-1280x219.png 1280w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Header-2-1600x273.png 1600w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\"><div class=\"wp-block-group__inner-container\">\n<h1 class=\"naska-page-title\">Research and development<\/h1>\n\n\n\n<h2 class=\"naska-page-subtitle\">Advancing AI through collaborative fundamental and applied research<\/h2>\n<\/div><\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group alignfull gr-team has-global-color-13-background-color has-background is-layout-flow wp-block-group-is-layout-flow\"><div class=\"wp-block-group__inner-container\">\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center tl-tittle-dark m40 has-large-font-size\">About the Naska.AI R&amp;D team<\/p>\n\n\n\n<p class=\"rd-about-text\">In Naska.AI, our research philosophy centers around new product innovation, product enhancement through fundamental breakthroughs, operational efficiency through technical innovation.  With a strong product focus, we work on exciting research problems to deliver direct impact to our customers through customer facing product solutions powered by deep technical advances.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignfull gr-workflow has-base-3-background-color has-background is-layout-flow wp-block-group-is-layout-flow\" id=\"howworks\"><div class=\"wp-block-group__inner-container\">\n<p class=\"has-text-align-center tl-tittle m50 has-large-font-size\">Naska.AI research areas<\/p>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-center col-itworks remove-gap is-layout-flex wp-container-core-columns-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h2 class=\"wp-block-heading tl-n-u m30\">Machine learning<\/h2>\n\n\n\n<p>Geometric Deep Learning allows us to build models that operate on data structures that can encode geometry, texture and semantics. We utilize representation learning methods to build abstractions of our domain specific data that can be utilized for various downstream learning tasks. Finally, we also focus on Active and Few shot learning methods to adapt the insights to new downstream inference tasks.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/naska.ai\/machine-learning\/\" style=\"border-radius:0px\">Read more<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center infografia-col is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/BIM-Graph-Neural-Network.png\" alt=\"\" class=\"wp-image-3054\" width=\"590\" srcset=\"https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/BIM-Graph-Neural-Network.png 556w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/BIM-Graph-Neural-Network-300x169.png 300w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/BIM-Graph-Neural-Network-500x282.png 500w\" sizes=\"(max-width: 556px) 100vw, 556px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-center col-itworks remove-gap is-layout-flex wp-container-core-columns-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h2 class=\"wp-block-heading tl-n-u m30\">Computer vision<\/h2>\n\n\n\n<p>Advanced computer vision and computer graphics algorithms allow us to deal with the noise inherent to construction reality capture data. Photogrammetry techniques like SLAM and Structure from motion help us to build accurate representations of the built environment. This combined with inverse rendering algorithms allows us to accurately distinguish between the various artifacts observed on site.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/naska.ai\/computer-vision\/\" style=\"border-radius:0px\">Read more<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center infografia-col is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/CV-preview2.png\" alt=\"\" class=\"wp-image-3057\" width=\"590\" srcset=\"https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/CV-preview2.png 556w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/CV-preview2-300x169.png 300w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/CV-preview2-500x281.png 500w\" sizes=\"(max-width: 556px) 100vw, 556px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-center col-itworks remove-gap is-layout-flex wp-container-core-columns-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h2 class=\"wp-block-heading tl-n-u m30\">Robotics<\/h2>\n\n\n\n<p>Meet Noether, Naska.AI&#8217;s research and development robot (named after the famous mathematician Emmy Noether). This UGV is equipped with multimodal sensing, allowing Naska.AI&#8217;s R&amp;D Team to validate new groundbreaking ideas and experimental workflows that have the potential to impact the construction industry\u2014built with intelligent autonomy to test new ideas with minimal human supervision. Noether is involved in several Horizon Europe projects to push the boundaries of construction automation.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/naska.ai\/noether\/\" style=\"border-radius:0px\">Read more<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center infografia-col is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Noether-preview.png\" alt=\"\" class=\"wp-image-2588\" width=\"590\" srcset=\"https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Noether-preview.png 556w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Noether-preview-300x169.png 300w, https:\/\/naska.ai\/wp-content\/uploads\/2023\/02\/Noether-preview-500x282.png 500w\" sizes=\"(max-width: 556px) 100vw, 556px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>About the Naska.AI R&amp;D team In Naska.AI, our research philosophy centers around new product innovation, product enhancement through fundamental breakthroughs, operational efficiency through technical innovation. With a strong product focus, we work on exciting research problems to deliver direct impact to our customers through customer facing product solutions powered by deep technical advances. Naska.AI research &#8230; <a title=\"Research and Development\" class=\"read-more\" href=\"https:\/\/naska.ai\/research-development\/\" aria-label=\"More on Research and Development\">Read more<\/a><\/p>\n","protected":false},"author":7,"featured_media":503,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","inline_featured_image":false,"pgc_sgb_lightbox_settings":"","footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Naska.AI | Research and Development<\/title>\n<meta name=\"description\" content=\"In Naska.AI, our research and development philosophy centers around new product innovation, product enhancement through fundamental breakthroughs, operational efficiency through technical innovation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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