{"id":131972,"date":"2021-12-08T01:24:03","date_gmt":"2021-12-08T09:24:03","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2021\/12\/technique-enables-real-time-rendering-of-scenes-in-3d"},"modified":"2021-12-08T01:24:03","modified_gmt":"2021-12-08T09:24:03","slug":"technique-enables-real-time-rendering-of-scenes-in-3d","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2021\/12\/technique-enables-real-time-rendering-of-scenes-in-3d","title":{"rendered":"Technique enables real-time rendering of scenes in 3D"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/technique-enables-real-time-rendering-of-scenes-in-3d.jpg\"><\/a><\/p>\n<p>Humans are pretty good at looking at a single two-dimensional image and understanding the full three-dimensional scene that it captures. Artificial intelligence agents are not.<\/p>\n<p>Yet a machine that needs to interact with objects in the world\u2014like a robot designed to harvest crops or assist with surgery\u2014must be able to infer properties about a 3D <a href=\"https:\/\/techxplore.com\/tags\/scene\/\" rel=\"tag\" class=\"\">scene<\/a> from observations of the 2D images it\u2019s trained on.<\/p>\n<p>While scientists have had success using neural networks to infer representations of 3D scenes from images, these machine learning methods aren\u2019t fast enough to make them feasible for many real-world applications.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Humans are pretty good at looking at a single two-dimensional image and understanding the full three-dimensional scene that it captures. Artificial intelligence agents are not. Yet a machine that needs to interact with objects in the world\u2014like a robot designed to harvest crops or assist with surgery\u2014must be able to infer properties about a 3D [\u2026]<\/p>\n","protected":false},"author":359,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,1506,6],"tags":[],"class_list":["post-131972","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-food","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/131972","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=131972"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/131972\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=131972"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=131972"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=131972"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}