{"id":14166,"date":"2025-02-22T19:44:39","date_gmt":"2025-02-22T18:44:39","guid":{"rendered":"http:\/\/www.keris-studio.fr\/blog\/?p=14166"},"modified":"2025-02-22T19:46:15","modified_gmt":"2025-02-22T18:46:15","slug":"ia-project-workflow-part10","status":"publish","type":"post","link":"https:\/\/www.keris-studio.fr\/blog\/?p=14166","title":{"rendered":"IA-project workflow part10"},"content":{"rendered":"\n<p><\/p>\n\n\n<h1>Image to 3D<\/h1>\n<h2>Trellis<\/h2>\n<p>A novel 3D generation method is introduced, enabling versatile and high-quality 3D asset creation. At its core is a unified Structured LATent (SLAT) representation, which supports decoding into multiple output formats, including Radiance Fields, 3D Gaussians, and meshes. This is achieved by combining a sparsely-populated 3D grid with dense multiview visual features extracted from a robust vision foundation model, effectively capturing both structural (geometry) and textural (appearance) information while preserving decoding flexibility.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1495\" height=\"694\" class=\"wp-image-14167\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-1.png 1495w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-1-300x139.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-1-1024x475.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-1-768x357.png 768w\" sizes=\"auto, (max-width: 1495px) 100vw, 1495px\" \/><em>Structured 3D Latents for Scalable and Versatile 3D Generation (https:\/\/trellis3d.github.io\/)<\/em><!--more--><\/p>\n<p>The method utilizes rectified flow transformers specifically designed for SLAT as 3D generation models. These models, trained on a large dataset of 500K diverse 3D objects and scaled up to 2 billion parameters, demonstrate superior performance in generating high-quality results under text or image conditioning, outperforming existing methods, including recent large-scale approaches. Additionally, the method enables flexible output format selection and local 3D editing capabilities, features not supported by prior models. Code, models, and data will be made publicly available.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1490\" height=\"1202\" class=\"wp-image-14168\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-2.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-2.png 1490w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-2-300x242.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-2-1024x826.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-2-768x620.png 768w\" sizes=\"auto, (max-width: 1490px) 100vw, 1490px\" \/><\/p>\n<h3><a id=\"post-14166-_Toc187835231\"><\/a>3D model and mesh<\/h3>\n<p>This allows to check the meshing process and quality.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1513\" height=\"988\" class=\"wp-image-14169\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-3.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-3.png 1513w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-3-300x196.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-3-1024x669.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-3-768x502.png 768w\" sizes=\"auto, (max-width: 1513px) 100vw, 1513px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1348\" height=\"943\" class=\"wp-image-14170\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-4.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-4.png 1348w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-4-300x210.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-4-1024x716.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-4-768x537.png 768w\" sizes=\"auto, (max-width: 1348px) 100vw, 1348px\" \/><\/p>\n<h3><a id=\"post-14166-_Toc187835232\"><\/a>Test in Twinmotion<\/h3>\n<p><em><img loading=\"lazy\" decoding=\"async\" width=\"1385\" height=\"779\" class=\"wp-image-14171\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-5.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-5.png 1385w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-5-300x169.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-5-1024x576.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-5-768x432.png 768w\" sizes=\"auto, (max-width: 1385px) 100vw, 1385px\" \/><\/em><\/p>\n<p><em><img loading=\"lazy\" decoding=\"async\" width=\"1385\" height=\"779\" class=\"wp-image-14172\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-6.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-6.png 1385w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-6-300x169.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-6-1024x576.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-6-768x432.png 768w\" sizes=\"auto, (max-width: 1385px) 100vw, 1385px\" \/><\/em><\/p>\n<p><em><img loading=\"lazy\" decoding=\"async\" width=\"1385\" height=\"779\" class=\"wp-image-14173\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-7.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-7.png 1385w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-7-300x169.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-7-1024x576.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-7-768x432.png 768w\" sizes=\"auto, (max-width: 1385px) 100vw, 1385px\" \/><\/em><\/p>\n<p>\u00a0<\/p>\n\n<div style=\"text-align: center;\" class=\"align wp-block-tdvb-td-viewer\">\n\t<div class='tdvb3DViewerBlock'>\n\t\t<model-viewer\n\t\t\tsrc='https:\/\/www.keris-studio.fr\/blog\/wp-content\/Trellis01.glb'\n\t\t\talt='Trellis01'\n\t\t\tcamera-controls\t\t\t\t\t\tloading='auto'\n\t\t\tauto-rotate\n\t\t\tstyle='width: 100%; height: 350px;'\n\t\t><\/model-viewer>\n\t<\/div>\n<\/div>\n\n<div style=\"text-align: center;\" class=\"align wp-block-tdvb-td-viewer\">\n\t<div class='tdvb3DViewerBlock'>\n\t\t<model-viewer\n\t\t\tsrc='https:\/\/www.keris-studio.fr\/blog\/wp-content\/Trellis02.glb'\n\t\t\talt='Trellis02'\n\t\t\tcamera-controls\t\t\t\t\t\tloading='auto'\n\t\t\tauto-rotate\n\t\t\tstyle='width: 100%; height: 350px;'\n\t\t><\/model-viewer>\n\t<\/div>\n<\/div>\n\n<div style=\"text-align: center;\" class=\"align wp-block-tdvb-td-viewer\">\n\t<div class='tdvb3DViewerBlock'>\n\t\t<model-viewer\n\t\t\tsrc='https:\/\/www.keris-studio.fr\/blog\/wp-content\/Trellis03.glb'\n\t\t\talt='Trellis03'\n\t\t\tcamera-controls\t\t\t\t\t\tloading='auto'\n\t\t\tauto-rotate\n\t\t\tstyle='width: 100%; height: 350px;'\n\t\t><\/model-viewer>\n\t<\/div>\n<\/div>\n\n<\/p>\n<h2>Tripo<\/h2>\n<p><a href=\"https:\/\/www.tripo3d.ai\/app\/home\">https:\/\/www.tripo3d.ai\/app\/home<\/a><\/p>\n<p>Tripo AI is an innovative platform that leverages artificial intelligence to streamline the creation of high-quality 3D models. Users can generate detailed 3D models in seconds by inputting text descriptions or uploading images. This tool caters to a wide range of professionals, including designers, developers, and creatives, by simplifying the traditionally complex process of 3D modeling. Tripo AI&rsquo;s applications span various industries, such as gaming, animation, product design, and architecture, making 3D content creation more accessible and efficient.<\/p>\n<h3>Creating a 3D model<\/h3>\n<p><em><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" class=\"wp-image-14174\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-8.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-8.png 512w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-8-300x300.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-8-150x150.png 150w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/> <\/em> <img loading=\"lazy\" decoding=\"async\" width=\"893\" height=\"769\" class=\"wp-image-14175\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-9.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-9.png 893w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-9-300x258.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-9-768x661.png 768w\" sizes=\"auto, (max-width: 893px) 100vw, 893px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2218\" height=\"1037\" class=\"wp-image-14176\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-10.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-10.png 2218w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-10-300x140.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-10-1024x479.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-10-768x359.png 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-10-1536x718.png 1536w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-10-2048x958.png 2048w\" sizes=\"auto, (max-width: 2218px) 100vw, 2218px\" \/><\/p>\n\n<div style=\"text-align: center;\" class=\"align wp-block-tdvb-td-viewer\">\n\t<div class='tdvb3DViewerBlock'>\n\t\t<model-viewer\n\t\t\tsrc='https:\/\/www.keris-studio.fr\/blog\/wp-content\/tripo_villa.glb'\n\t\t\talt='tripo_villa'\n\t\t\tcamera-controls\t\t\t\t\t\tloading='auto'\n\t\t\tauto-rotate\n\t\t\tstyle='width: 100%; height: 350px;'\n\t\t><\/model-viewer>\n\t<\/div>\n<\/div>\n\n<div style=\"text-align: center;\" class=\"align wp-block-tdvb-td-viewer\">\n\t<div class='tdvb3DViewerBlock'>\n\t\t<model-viewer\n\t\t\tsrc='https:\/\/www.keris-studio.fr\/blog\/wp-content\/Tripo-02.glb'\n\t\t\talt='Tripo-02'\n\t\t\tcamera-controls\t\t\t\t\t\tloading='auto'\n\t\t\tauto-rotate\n\t\t\tstyle='width: 100%; height: 350px;'\n\t\t><\/model-viewer>\n\t<\/div>\n<\/div>\n\n<h2>Krea<\/h2>\n<p>https:\/\/www.krea.ai\/<\/p>\n<p>Krea.ai is an innovative platform that leverages artificial intelligence to facilitate the creation and enhancement of visual content, including images and videos. It offers a suite of tools that enable users to generate high-quality visuals in real-time from text descriptions or by modifying existing visuals. Key features include real-time AI image generation, enhancement and upscaling of images and videos, AI-driven video generation from text descriptions, and specialized mini-apps for creating logo illusions and patterns. Krea.ai caters to a diverse audience, including artists, designers, marketers, and content creators, providing an accessible solution for visual content creation and enhancement.<\/p>\n<h3>Creating 3D<\/h3>\n<p><a href=\"https:\/\/www.krea.ai\/apps\/image\/realtime\">https:\/\/www.krea.ai\/apps\/image\/realtime<\/a><\/p>\n<p>Using advanced AI models, it analyzes the image to create a depth map, allowing users to visualize and manipulate the scene with parallax effects. This feature is ideal for adding dynamic depth to 2D images, making it useful for animation, AR\/VR applications, and cinematic effects. Users can upload an image and instantly see it transformed into a 3D-like scene with adjustable depth settings.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2229\" height=\"1121\" class=\"wp-image-14178\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-12.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-12.png 2229w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-12-300x151.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-12-1024x515.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-12-768x386.png 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-12-1536x772.png 1536w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-12-2048x1030.png 2048w\" sizes=\"auto, (max-width: 2229px) 100vw, 2229px\" \/><\/p>\n<p>A 3D object can be freely moved in all three dimensions (X, Y, Z), making it easy to place it exactly where needed in a scene. In contrast, a 2D image is fixed and requires manual distortion to simulate depth.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2249\" height=\"1125\" class=\"wp-image-14179\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-13.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-13.png 2249w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-13-300x150.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-13-1024x512.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-13-768x384.png 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-13-1536x768.png 1536w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14166-13-2048x1024.png 2048w\" sizes=\"auto, (max-width: 2249px) 100vw, 2249px\" \/><\/p>\n\n<div style=\"text-align: center;\" class=\"align wp-block-tdvb-td-viewer\">\n\t<div class='tdvb3DViewerBlock'>\n\t\t<model-viewer\n\t\t\tsrc='https:\/\/www.keris-studio.fr\/blog\/wp-content\/krea-villa.glb'\n\t\t\talt='krea-villa'\n\t\t\tcamera-controls\t\t\t\t\t\tloading='auto'\n\t\t\tauto-rotate\n\t\t\tstyle='width: 100%; height: 350px;'\n\t\t><\/model-viewer>\n\t<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Image to 3D Trellis A novel 3D generation method is introduced, enabling versatile and high-quality 3D asset creation. At its core is a unified Structured LATent (SLAT) representation, which supports decoding into multiple output formats, including Radiance Fields, 3D Gaussians, and meshes. This is achieved by combining a sparsely-populated 3D grid with dense multiview visual &hellip; <a href=\"https:\/\/www.keris-studio.fr\/blog\/?p=14166\" class=\"more-link\">Continuer la lecture de <span class=\"screen-reader-text\">IA-project workflow part10<\/span>  <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":14178,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,368,190,593,14,195,25,333,8,174],"tags":[301,546,602,47],"class_list":["post-14166","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-3d","category-ambiance","category-architecture-2","category-artificial","category-conception","category-creation","category-etats-de-lart","category-immersion","category-methodologie","category-simulations","tag-3d","tag-artificial-intelligence","tag-krea","tag-simulation"],"_links":{"self":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts\/14166","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14166"}],"version-history":[{"count":3,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts\/14166\/revisions"}],"predecessor-version":[{"id":14189,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts\/14166\/revisions\/14189"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/media\/14178"}],"wp:attachment":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14166"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14166"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14166"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}