{"id":765113,"date":"2023-06-21T09:09:02","date_gmt":"2023-06-21T13:09:02","guid":{"rendered":"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/"},"modified":"2023-06-21T09:09:02","modified_gmt":"2023-06-21T13:09:02","slug":"intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts","status":"publish","type":"post","link":"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/","title":{"rendered":"Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts"},"content":{"rendered":"<p>        <!--.bwalignc { text-align: center; list-style-position: inside }\n.bwmarginl1 { margin-left: 30px }body {font:normal small Arial,Helvetica,sans-serif;color:#000;background-color:#fff;padding:24px;margin:0;} a img {border:0;} h3 {font-size:medium;color:#000;margin:0 0 1em 0; text-align:center;}-->  <\/p>\n<p class=\"bwalignc\"><b>Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts<\/b><\/p>\n<p class=\"bwalignc\"><b>LDM3D is industry\u2019s first generative AI model to deliver depth mapping. It has the potential to revolutionize content creation, metaverse and digital experiences.<\/b><\/p>\n<p>SANTA CLARA, Calif.&#8211;(<a href=\"http:\/\/www.businesswire.com\">BUSINESS WIRE<\/a>)&#8211;<br \/>\nIntel (Nasdaq: INTC):<\/p>\n<p id=\"news-body-cta\">This press release features multimedia. View the full release here: <a href=\"https:\/\/www.businesswire.com\/news\/home\/20230621842353\/en\/\" rel=\"nofollow\">https:\/\/www.businesswire.com\/news\/home\/20230621842353\/en\/<\/a><\/p>\n<div id=\"bwbodyimg\" style=\"width: 480px;float:left;padding-left:0px;padding-right:20px;padding-top:0px;padding-bottom:0px\"><img decoding=\"async\" src=\"https:\/\/mms.businesswire.com\/media\/20230621842353\/en\/1824333\/4\/intel-newsroom-screencap.jpg\" alt=\"Intel Labs, in collaboration with Blockade Labs, has introduced Latent Diffusion Model for 3D (LDM3D), the industry\u2019s first diffusion model to deliver depth mapping to create 3D images with 360-degree views that are vivid and immersive. LDM3D has the potential to revolutionize content creation, metaverse applications and digital experiences, transforming a wide range of industries, from entertainment and gaming to architecture and design. (Credit: Intel Corporation)\" \/><\/p>\n<p style=\"font-size:85%\">Intel Labs, in collaboration with Blockade Labs, has introduced Latent Diffusion Model for 3D (LDM3D), the industry\u2019s first diffusion model to deliver depth mapping to create 3D images with 360-degree views that are vivid and immersive. LDM3D has the potential to revolutionize content creation, metaverse applications and digital experiences, transforming a wide range of industries, from entertainment and gaming to architecture and design. (Credit: Intel Corporation)<\/p>\n<\/div>\n<p><b>What\u2019s New:<\/b> Intel Labs, in collaboration with Blockade Labs, has introduced Latent Diffusion Model for 3D (LDM3D), a novel diffusion model that uses generative AI to create realistic 3D visual content. LDM3D is the industry\u2019s first model to generate a depth map using the diffusion process to create 3D images with 360-degree views that are vivid and immersive. LDM3D has the potential to revolutionize content creation, metaverse applications and digital experiences, transforming a wide range of industries, from entertainment and gaming to architecture and design.<\/p>\n<p class=\"bwmarginl1\"><i>\u201cGenerative AI technology aims to further augment and enhance human creativity and save time. However, most of today\u2019s generative AI models are limited to generating 2D images and only very few can generate 3D images from text prompts. Unlike existing latent stable diffusion models, LDM3D allows users to generate an image and a depth map from a given text prompt using almost the same number of parameters. It provides more accurate relative depth for each pixel in an image compared to standard post-processing methods for depth estimation and saves developers significant time to develop scenes.&#8221;<br \/>\n<\/i><br \/>\u2014Vasudev Lal, AI\/ML research scientist, Intel Labs<\/p>\n<p><b>Why It Matters:<\/b> Closed ecosystems limit scale. And Intel\u2019s commitment to true democratization of AI will enable broader access to the benefits of AI through an open ecosystem. One area that\u2019s seen significant advancements in recent years is in the field of computer vision, particularly in generative AI. However, many of today\u2019s advanced generative AI models are limited to generating only 2D images. Unlike existing diffusion models, which generally only generate 2D RGB images from text prompts, LDM3D allows users to generate both an image and a depth map from a given text prompt. Using almost the same number of parameters as latent stable diffusion, LDM3D provides more accurate relative depth for each pixel in an image compared to standard post-processing methods for depth estimation.<\/p>\n<p>\nThis research could revolutionize how we interact with digital content by enabling users to experience their text prompts in previously inconceivable ways. The images and depth maps generated by LDM3D enable users to turn the text description of a serene tropical beach, a modern skyscraper or a sci-fi universe into a 360-degree detailed panorama. This ability to capture depth information can instantly enhance overall realism and immersion, enabling innovative applications for industries ranging from entertainment and gaming to interior design and real estate listings, as well as virtual museums and immersive virtual reality (VR) experiences.<\/p>\n<p>\nOn June 20th, LDM3D won the <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2F3dmv2023.github.io%2Fassets%2Fposters%2F21.pdf&amp;esheet=53426676&amp;newsitemid=20230621842353&amp;lan=en-US&amp;anchor=Best+Poster+Award&amp;index=1&amp;md5=8bba7c3647358d2941255cf27ed90633\">Best Poster Award<\/a> at the <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2F3dmv2023.github.io%2F&amp;esheet=53426676&amp;newsitemid=20230621842353&amp;lan=en-US&amp;anchor=3DMV+workshop+at+CVPR&amp;index=2&amp;md5=cbdbe9829df5c0bd233e50770640872b\">3DMV workshop at CVPR<\/a>.<\/p>\n<p><b>How It Works:<\/b> LDM3D was trained on a dataset constructed from a subset of 10,000 samples of the LAION-400M database, which contains over 400 million image-caption pairs. The team used the Dense Prediction Transformer (DPT) large-depth estimation model (previously developed at Intel Labs) to annotate the training corpus. The DPT-large model provides highly accurate relative depth for each pixel in an image. The<a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Flaion.ai%2Fblog%2Flaion-400-open-dataset%2F&amp;esheet=53426676&amp;newsitemid=20230621842353&amp;lan=en-US&amp;anchor=LAION-400M+dataset&amp;index=3&amp;md5=8a90b1de5a2d94a7d858da49071e2bbc\"> LAION-400M dataset<\/a> has been built for research purposes to enable testing model training on larger scale for broad researcher and other interested communities.<\/p>\n<p>\nThe LDM3D model is trained on an Intel AI supercomputer powered by Intel\u00ae Xeon\u00ae processors and Intel\u00ae Habana Gaudi\u00ae AI accelerators. The resulting model and pipeline combine generated RGB image and depth map to generate 360-degree views for immersive experiences.<\/p>\n<p>\nTo demonstrate the potential of LDM3D, Intel and Blockade researchers developed DepthFusion, an application that leverages standard 2D RGB photos and depth maps to create immersive and interactive 360-degree view experiences. DepthFusion utilizes TouchDesigner, a node-based visual programming language for real-time interactive multimedia content, to turn text prompts into interactive and immersive digital experiences. The LDM3D model is a single model to create both an RGB image and its depth map, leading to savings on memory footprint and latency improvements.<\/p>\n<p><b>What\u2019s Next:<\/b> The introduction of LDM3D and DepthFusion paves the way for further advancements in multi-view generative AI and computer vision. Intel will continue exploring the use of generative AI to augment human capabilities and build a strong ecosystem of open source AI research and development that democratizes access to this technology. Continuing Intel\u2019s strong support for open ecosystem in AI, LDM3D is being <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fhuggingface.co%2FIntel%2Fldm3d&amp;esheet=53426676&amp;newsitemid=20230621842353&amp;lan=en-US&amp;anchor=open+sourced+through+HuggingFace&amp;index=4&amp;md5=dc4c542d7b85806b27a440f2bce998b0\">open sourced through HuggingFace<\/a>. This will allow AI researchers and practitioners to improve this system further and fine-tune it for custom applications.<\/p>\n<p><b>More Context: <\/b>Intel\u2019s research will be presented at the IEEE\/CVF Computer Vision and Pattern Recognition Conference (CVPR) June 18-22. For more information, refer to \u201c<a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fhuggingface.co%2Fdocs%2Fdiffusers%2Fmain%2Fen%2Fapi%2Fpipelines%2Fstable_diffusion%2Fldm3d_diffusion&amp;esheet=53426676&amp;newsitemid=20230621842353&amp;lan=en-US&amp;anchor=LDM3D%3A+Latent+Diffusion+Model+for+3D&amp;index=5&amp;md5=3b48d16b76dbb8146bae69be53c636d6\"><b>LDM3D: Latent Diffusion Model for 3D<\/b><\/a>\u201d or view the <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D3hbUo-hwAs0&amp;esheet=53426676&amp;newsitemid=20230621842353&amp;lan=en-US&amp;anchor=LDM3D+Demo&amp;index=6&amp;md5=78d139b66c0bdcd5fdbc0e92715cd473\"><b>LDM3D Demo<\/b><\/a>.<\/p>\n<p><b>About Intel<\/b><\/p>\n<p>\nIntel (Nasdaq: INTC) is an industry leader, creating world-changing technology that enables global progress and enriches lives. Inspired by Moore\u2019s Law, we continuously work to advance the design and manufacturing of semiconductors to help address our customers\u2019 greatest challenges. By embedding intelligence in the cloud, network, edge and every kind of computing device, we unleash the potential of data to transform business and society for the better. To learn more about Intel\u2019s innovations, go to <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fnewsroom.intel.com%2F&amp;esheet=53426676&amp;newsitemid=20230621842353&amp;lan=en-US&amp;anchor=newsroom.intel.com&amp;index=7&amp;md5=601a1a616fbb9d26315cfce8df797581\">newsroom.intel.com<\/a> and <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=http%3A%2F%2Fintel.com%2F&amp;esheet=53426676&amp;newsitemid=20230621842353&amp;lan=en-US&amp;anchor=intel.com&amp;index=8&amp;md5=f0f11a01adf0251fc7e7b4bc62fef0c9\">intel.com<\/a>.<\/p>\n<p><img decoding=\"async\" alt=\"\" src=\"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20230621842353r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en\" style=\"width:0;height:0\" \/><span class=\"bwct31415\" \/><\/p>\n<p id=\"mmgallerylink\"><span id=\"mmgallerylink-phrase\">View source version on businesswire.com: <\/span><span id=\"mmgallerylink-link\"><a href=\"https:\/\/www.businesswire.com\/news\/home\/20230621842353\/en\/\" rel=\"nofollow\">https:\/\/www.businesswire.com\/news\/home\/20230621842353\/en\/<\/a><\/span><\/p>\n<p>\nLaura Stadler<br \/>\n<br \/><a rel=\"nofollow\" href=\"mailto:laura.stadler@intel.com\">laura.stadler@intel.com<\/a><\/p>\n<p><b>KEYWORDS:<\/b> California United States North America Canada<\/p>\n<p><b>INDUSTRY KEYWORDS:<\/b> Semiconductor Engineering Technology Manufacturing Artificial Intelligence Hardware<\/p>\n<p><b>MEDIA:<\/b><\/p>\n<table cellpadding=\"3\" cellspacing=\"3\">\n<tr>\n<td><font face=\"Arial\" size=\"2\"><b>Logo<\/b><\/font><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"https:\/\/mms.businesswire.com\/media\/20230621842353\/en\/817781\/3\/intel_logo.jpg\" alt=\"Logo\" \/><\/td>\n<\/tr>\n<tr>\n<td><font face=\"Arial\" size=\"2\"><\/font><\/td>\n<\/tr>\n<tr>\n<td><font face=\"Arial\" size=\"2\"><b>Photo<\/b><\/font><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"https:\/\/mms.businesswire.com\/media\/20230621842353\/en\/1824333\/3\/intel-newsroom-screencap.jpg\" alt=\"Photo\" \/><\/td>\n<\/tr>\n<tr>\n<td><font face=\"Arial\" size=\"2\">Intel Labs, in collaboration with Blockade Labs, has introduced Latent Diffusion Model for 3D (LDM3D), the industry\u2019s first diffusion model to deliver depth mapping to create 3D images with 360-degree views that are vivid and immersive. LDM3D has the potential to revolutionize content creation, metaverse applications and digital experiences, transforming a wide range of industries, from entertainment and gaming to architecture and design. (Credit: Intel Corporation)<\/font><\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts LDM3D is industry\u2019s first generative AI model to deliver depth mapping. It has the potential to revolutionize content creation, metaverse and digital experiences. SANTA CLARA, Calif.&#8211;(BUSINESS WIRE)&#8211; Intel (Nasdaq: INTC): This press release features multimedia. View the full release here: https:\/\/www.businesswire.com\/news\/home\/20230621842353\/en\/ Intel Labs, in collaboration with Blockade Labs, has introduced Latent Diffusion Model for 3D (LDM3D), the industry\u2019s first diffusion model to deliver depth mapping to create 3D images with 360-degree views that are vivid and immersive. LDM3D has the potential to revolutionize content creation, metaverse applications and digital experiences, transforming a wide range of industries, from entertainment and gaming to architecture and design. (Credit: Intel Corporation) What\u2019s &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-765113","post","type-post","status-publish","format-standard","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts - Market Newsdesk<\/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:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts - Market Newsdesk\" \/>\n<meta property=\"og:description\" content=\"Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts LDM3D is industry\u2019s first generative AI model to deliver depth mapping. It has the potential to revolutionize content creation, metaverse and digital experiences. SANTA CLARA, Calif.&#8211;(BUSINESS WIRE)&#8211; Intel (Nasdaq: INTC): This press release features multimedia. View the full release here: https:\/\/www.businesswire.com\/news\/home\/20230621842353\/en\/ Intel Labs, in collaboration with Blockade Labs, has introduced Latent Diffusion Model for 3D (LDM3D), the industry\u2019s first diffusion model to deliver depth mapping to create 3D images with 360-degree views that are vivid and immersive. LDM3D has the potential to revolutionize content creation, metaverse applications and digital experiences, transforming a wide range of industries, from entertainment and gaming to architecture and design. 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Market Newsdesk","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:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/","og_locale":"en_US","og_type":"article","og_title":"Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts - Market Newsdesk","og_description":"Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts LDM3D is industry\u2019s first generative AI model to deliver depth mapping. It has the potential to revolutionize content creation, metaverse and digital experiences. SANTA CLARA, Calif.&#8211;(BUSINESS WIRE)&#8211; Intel (Nasdaq: INTC): This press release features multimedia. View the full release here: https:\/\/www.businesswire.com\/news\/home\/20230621842353\/en\/ Intel Labs, in collaboration with Blockade Labs, has introduced Latent Diffusion Model for 3D (LDM3D), the industry\u2019s first diffusion model to deliver depth mapping to create 3D images with 360-degree views that are vivid and immersive. LDM3D has the potential to revolutionize content creation, metaverse applications and digital experiences, transforming a wide range of industries, from entertainment and gaming to architecture and design. (Credit: Intel Corporation) What\u2019s &hellip; Continue reading \"Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts\"","og_url":"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/","og_site_name":"Market Newsdesk","article_published_time":"2023-06-21T13:09:02+00:00","og_image":[{"url":"https:\/\/mms.businesswire.com\/media\/20230621842353\/en\/1824333\/4\/intel-newsroom-screencap.jpg","type":"","width":"","height":""}],"author":"Newsdesk","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Newsdesk","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/#article","isPartOf":{"@id":"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/"},"author":{"name":"Newsdesk","@id":"https:\/\/www.marketnewsdesk.com\/#\/schema\/person\/482f27a394d4fda80ecb5499e519d979"},"headline":"Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts","datePublished":"2023-06-21T13:09:02+00:00","mainEntityOfPage":{"@id":"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/"},"wordCount":1113,"image":{"@id":"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/#primaryimage"},"thumbnailUrl":"https:\/\/mms.businesswire.com\/media\/20230621842353\/en\/1824333\/4\/intel-newsroom-screencap.jpg","inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/","url":"https:\/\/www.marketnewsdesk.com\/index.php\/intel-labs-introduces-ai-diffusion-model-generates-360-degree-images-from-text-prompts\/","name":"Intel Labs Introduces AI Diffusion Model, Generates 360-Degree Images from Text Prompts - 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