[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"partnerSites":3,"blog-detail-how-to-use-seed3d-ai":4},[],{"categoryList":5,"blogList":6},[],[7,20],{"id":8,"title":9,"keywords":10,"content":11,"abstract":12,"thumb":13,"url":14,"class_id":15,"status":16,"is_top":15,"appid":17,"is_bright":15,"created_time":18,"sort":16,"updated_time":19,"seo_title":9,"seo_desc":12},90,"Seed3D Applications: Bridging Vision and Reality in 3D Generation","","\u003Cp>In the era of embodied intelligence and immersive experiences, the demand for high-fidelity 3D assets has never been greater, creators need tools that can turn vision into geometry, instantly, precisely, and beautifully. Seed3D was born for this purpose by Bytedance.\u003C\u002Fp>\u003Cp>Powered by Visual-Language Models (VLMs), Seed3D automatically transforms 2D inputs, whether images or text prompts, into fully structured, physically accurate 3D assets. With seamless adaptability across simulation, it redefines how digital worlds are built.\u003C\u002Fp>\u003Chr>\u003Ch1>\u003Cstrong>3D Assets Generation for Simulation and Games\u003C\u002Fstrong>\u003C\u002Fh1>\u003Cimg class=\"tiptap-image\" src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002Fseed3d-assets-generation.jpg\" alt=\"seed3d-assets-generation.jpg\" title=\"seed3d-assets-generation.jpg\" style=\"display: block; margin: 0px auto;\">\u003Cp>Seed3D empowers game developers and digital artists to create detailed, high-fidelity and physically consistent 3D assets without the traditional modeling pipeline.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Unparalleled Geometric Detail\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Every edge and corner is clean and well-defined. Seed3D uses true polygonal geometry to represent surface complexity, not just normal maps.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Physically Based Rendering (PBR) materials\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>From polished metal to textured leather, materials are recreated with physical accuracy for lifelike realism.\u003C\u002Fp>\u003Ch2>\u003Cstrong>6K Ultra-high-resolution Textures\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Zoom in 10× and every pore, fiber, and weave remains crisp and clear.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Accurate Text and Symbol Rendering\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>2D markings and labels are projected into 3D space with pixel-perfect precision.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Cross-platform Compatibility\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Supports output formats (GLB, .OBJ,.USD USDZ) for direct use across Omniverse, Unity, Unreal, and other major 3D environments, no manual adaptation required.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Use Cases:\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Rapid prototyping of game environments and props\u003C\u002Fp>\u003Cp>High-fidelity assets for cinematic virtual production\u003C\u002Fp>\u003Cp>Realistic digital system for simulation and industrial visualization\u003C\u002Fp>\u003Chr>\u003Ch1>\u003Cstrong>Robotic Simulation for Embodied Intelligence\u003C\u002Fstrong>\u003C\u002Fh1>\u003Cdiv class=\"video-container\" data-align=\"center\" data-width=\"100%\" data-height=\"auto\" style=\"margin-left: auto; margin-right: auto; display: block; width: 100%;\">\u003Cvideo controls=\"true\" preload=\"metadata\" src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002Fseed3d-robotic-simulation.mp4\" style=\"border-radius: 8px; max-width: 100%; width: 100%; height: auto;\">\u003Csource src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002Fseed3d-robotic-simulation.mp4\" type=\"video\u002Fmp4\">\u003C\u002Fvideo>\u003C\u002Fdiv>\u003Cp>Seed3D enables roboticists and simulation engineers to generate 3D models directly usable in industry-standard physics environments such as NVIDIA Isaac Sim, ready for grasping, interaction, and manipulation tasks.\u003C\u002Fp>\u003Ch2>\u003Cstrong>How It Works\u003C\u002Fstrong>\u003C\u002Fh2>\u003Col>\u003Cli>\u003Cp>\u003Cstrong>Visual Understanding\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>The VLM identifies and interprets objects from the input image.\u003C\u002Fp>\u003Col start=\"2\">\u003Cli>\u003Cp>\u003Cstrong>Scale Estimation\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>The system predicts the object’s real-world dimensions and automatically adjusts the 3D scale.\u003C\u002Fp>\u003Col start=\"3\">\u003Cli>\u003Cp>\u003Cstrong>Watertight Geometry Generation\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>Seed3D creates physically sound, manifold meshes optimized for simulation stability.\u003C\u002Fp>\u003Col start=\"4\">\u003Cli>\u003Cp>\u003Cstrong>Automatic Physical Attributes\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>Collision meshes and physical parameters (e.g., friction coefficients) are assigned automatically.\u003C\u002Fp>\u003Col start=\"5\">\u003Cli>\u003Cp>\u003Cstrong>Seamless Integration\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>Models can be immediately deployed in Isaac Sim for real-time physics-based testing.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Advantages for Embodied AI\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Massive data generation\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Rapidly produce diverse simulation environments for large-scale training.\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Interactive learning\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Real-time feedback on force, motion, and dynamics enables adaptive robot behavior.\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Multimodal benchmarking\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Supports joint evaluation across vision, language, and action models.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Use Cases:\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Robotic grasping and manipulation experiments\u003C\u002Fp>\u003Cp>Multi-object physics interaction testing\u003C\u002Fp>\u003Cp>Autonomous system training and validation\u003C\u002Fp>\u003Chr>\u003Ch1>\u003Cstrong>Scene Generation for XR and Immersive Experiences\u003C\u002Fstrong>\u003C\u002Fh1>\u003Cdiv class=\"video-container\" data-align=\"center\" data-width=\"auto\" data-height=\"auto\" style=\"margin-left: auto; margin-right: auto; display: block; width: auto;\">\u003Cvideo controls=\"true\" preload=\"metadata\" src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002Fseed3d-scene-generation.mp4\" style=\"border-radius: 8px; max-width: 100%; width: 100%; height: auto;\">\u003Csource src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002Fseed3d-scene-generation.mp4\" type=\"video\u002Fmp4\">\u003C\u002Fvideo>\u003C\u002Fdiv>\u003Cp>Beyond single-object modeling, Seed3D’s decomposition-based generation pipeline allows creators to expand from isolated assets to complete 3D environments, with physically accurate lighting and spatial realism.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Generation Process\u003C\u002Fstrong>\u003C\u002Fh2>\u003Col>\u003Cli>\u003Cp>\u003Cstrong>Input prompt or reference image\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>Users provide a photo or text description.\u003C\u002Fp>\u003Col start=\"2\">\u003Cli>\u003Cp>\u003Cstrong>Object and spatial extraction\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>The VLM identifies object instances and predicts their spatial layout.\u003C\u002Fp>\u003Col start=\"3\">\u003Cli>\u003Cp>\u003Cstrong>Object generation\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>Each detected object is modeled with its own geometry and material properties.\u003C\u002Fp>\u003Col start=\"4\">\u003Cli>\u003Cp>\u003Cstrong>Scene composition\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>Objects are arranged based on predicted relationships, forming a coherent 3D space.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Highlights\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cul>\u003Cli>\u003Cp>Physical-grade lighting and shadows for lifelike visual immersion.\u003C\u002Fp>\u003C\u002Fli>\u003Cli>\u003Cp>Multi-scale generation, from indoor scenes to city-level landscapes.\u003C\u002Fp>\u003C\u002Fli>\u003Cli>\u003Cp>Ecosystem ready, seamlessly connects with Unity, Unreal, Blender, and Omniverse.\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>\u003Cstrong>Use Cases:\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>VR\u002FAR immersive content creation\u003C\u002Fp>\u003Cp>Virtual showrooms and education\u002Ftraining environments\u003C\u002Fp>\u003Cp>Digital city and architectural visualization\u003C\u002Fp>\u003Chr>\u003Ch1>\u003Cstrong>Why Choose Seed3D\u003C\u002Fstrong>\u003C\u002Fh1>\u003Cimg class=\"tiptap-image\" src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002Fseed3d-generation-showcase.jpg\" alt=\"seed3d-generation-showcase.jpg\" title=\"seed3d-generation-showcase.jpg\" style=\"display: block; margin: 0px auto;\">\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Cross-modal generation\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Bridges vision and geometry for end-to-end 3D creation.\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Physically grounded modeling\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Delivers simulation-ready assets with real-world accuracy.\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Multi-domain adaptability\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Serves gaming, robotics, XR, and digital twin industries.\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Ecosystem compatibility\u003C\u002Fstrong>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Works seamlessly with all major 3D engines and formats.\u003C\u002Fp>\u003Cp>\u003C\u002Fp>\u003Cp> \u003C\u002Fp>\u003Cp>Experience the next generation of 3D creation. Fast, precise, and embodied. \u003Ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" class=\"tiptap-link\" href=\"https:\u002F\u002Fwww.seed3dai.com\u002Fseed3d-1\">\u003Cstrong>\u003Cu>Discover Seed3D\u003C\u002Fu>\u003C\u002Fstrong>\u003C\u002Fa>.\u003C\u002Fp>","Seed3D automatically transforms 2D inputs, whether images or text prompts, into fully structured, physically accurate 3D assets.","https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002FSeed3D-generation-showcase.jpg","seed3d-applications-bridging-vision-and-reality-in-3d-generation",0,1,"seed3d",1761804244,1765518553,{"id":21,"title":22,"keywords":10,"content":23,"abstract":24,"thumb":25,"url":26,"class_id":15,"status":16,"is_top":15,"appid":17,"is_bright":15,"created_time":27,"sort":15,"updated_time":28,"seo_title":22,"seo_desc":24},86,"What is Seed3D 1.0? Everything You Need to Know","\u003Cp>\u003C\u002Fp>\u003Cp>Seed3D 1.0 is a next-generation 3D foundation model that combines \u003Cstrong>the precision of physical simulation\u003C\u002Fstrong> with \u003Cstrong>the scalability of generative AI\u003C\u002Fstrong>. It efficiently creates diverse, high-quality 3D assets that can be directly applied in physics-based simulation environments.\u003C\u002Fp>\u003Chr>\u003Ch1>\u003Cstrong>Key Highlights of Seed3D 1.0\u003C\u002Fstrong>\u003C\u002Fh1>\u003Cimg class=\"tiptap-image\" src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002FSeed3D-showcase.jpg\" alt=\"Seed3D-showcase.jpg\" title=\"Seed3D-showcase.jpg\" style=\"display: block; margin-left: 0px; margin-right: auto;\">\u003Ch2>\u003Cstrong>Single-Image Input\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>No need for multi-view capture or complex scanning hardware. Seed3D 1.0 can generate high-quality 3D assets from just one image.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Detailed and Realistic Design\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Seed3D 1.0 delivers precise geometric structures, 6K lifelike textures, and physically based rendering (PBR) materials for true visual realism.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Simulation-Ready Assets\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Each model from Seed3D 1.0 is built with accurate topology, scale, and PBR materials, ensuring it’s ready for real-world physical simulations.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Scene Scalability\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Seed3D 1.0 automatically assemble generated objects into coherent, context-aware 3D scenes, enabling seamless world-building.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Seamless Integration\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Compatible with common physics engines(from Omniverse to Unity), making it easy to plug Seed3D 1.0-generated assets directly into simulation or game environments.\u003C\u002Fp>\u003Chr>\u003Ch1>\u003Cstrong>Core Technologies of Seed3D 1.0\u003C\u002Fstrong>\u003C\u002Fh1>\u003Cimg class=\"tiptap-image\" src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002FSeed3D-detail-showcase.jpg\" alt=\"Seed3D-detail-showcase.jpg\" title=\"Seed3D-detail-showcase.jpg\" style=\"display: block; margin: 0px auto;\">\u003Cp>\u003Cem>Reference: \u003C\u002Fem>\u003Ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" class=\"tiptap-link\" href=\"https:\u002F\u002Farxiv.org\u002Fpdf\u002F2510.19944\">\u003Cem>\u003Cu>Seed3D 1.0 Technical Report\u003C\u002Fu>\u003C\u002Fem>\u003C\u002Fa>\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Seed3D 1.0-VAE: \u003C\u002Fstrong>Structural Generation Core\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Built on a Variational Autoencoder (VAE) framework, Seed3D 1.0-VAE captures and reconstructs the latent geometric distribution of 3D objects. It efficiently compresses high-dimensional 3D data and decodes it into finely detailed geometry, providing a stable foundation for downstream modules.\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Seed3D 1.0-DiT: \u003C\u002Fstrong>Diffusion Transformer Generator\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Leveraging a Diffusion Transformer (DiT) architecture, this module integrates diffusion processes with attention mechanisms to achieve high-fidelity 3D content generation. It excels at maintaining semantic consistency across shape, texture, and lighting, ideal for style-driven or concept-oriented 3D creation.\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Seed3D 1.0-MV: \u003C\u002Fstrong>Multi-View Consistency Modeling\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Ensures geometric and textural consistency across multiple viewpoints. Even with a single-image input, it employs internal view reasoning to synthesize realistic multi-angle appearances, enabling robust 3D reconstruction and rendering.\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Seed3D 1.0-PBR: \u003C\u002Fstrong>Physically Based Material Generation\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Automatically produces physically accurate PBR (Physically Based Rendering) materials, including metallic, roughness, and normal maps, to deliver true-to-life lighting responses. This makes the generated models ready for rendering and physical simulation out of the box.\u003C\u002Fp>\u003Cul>\u003Cli>\u003Cp>\u003Cstrong>Seed3D 1.0-UV: \u003C\u002Fstrong>Intelligent UV Unwrapping and Texture Mapping\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Ful>\u003Cp>Performs automatic UV unwrapping and optimized texture mapping to ensure seamless surface details. Combined with the PBR module, it enables the efficient production of high-quality, simulation-ready 3D assets suitable for real-world pipelines.\u003C\u002Fp>\u003Chr>\u003Ch1>\u003Cstrong>Applications of Seed3D 1.0\u003C\u002Fstrong>\u003C\u002Fh1>\u003Cimg class=\"tiptap-image\" src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002FSeed3D-application.jpg\" alt=\"Seed3D-application.jpg\" title=\"Seed3D-application.jpg\" style=\"display: block; margin: 0px auto;\">\u003Ch2>\u003Cstrong>Robotics and Reinforcement Learning Training\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Seed3D 1.0 enables the rapid generation of manipulation benchmarks, training curricula, and datasets to support simulation-to-reality (Sim2Real) transfer. Its physically accurate assets provide a reliable foundation for embodied AI and robotics experiments.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Game Development and XR\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Accelerate asset creation for prototypes, background props, or entire scenes. The PBR workflow and high-resolution textures make Seed3D 1.0 particularly valuable for achieving high-fidelity experiences, significantly shortening iteration cycles while maintaining strong visual coherence.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Content Creation Workflow\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Designers can iterate from 2D references, such as photos or artwork, to 3D prototypes more efficiently. Seed3D 1.0 supports a human-AI collaborative workflow, where artists can fine-tune AI outputs to match their creative intent.\u003C\u002Fp>\u003Ch2>\u003Cstrong>Research and Multi-modal Learning\u003C\u002Fstrong>\u003C\u002Fh2>\u003Cp>Seed3D 1.0 can produce large-scale, diverse 3D datasets for training vision-language-action models and other multi-modal AI systems. It is envisioned as a key enabler for scalable world simulators and embodied intelligence research.\u003C\u002Fp>\u003Chr>\u003Ch1>\u003Cstrong>Why Seed3D 1.0 Matters\u003C\u002Fstrong>\u003C\u002Fh1>\u003Cimg class=\"tiptap-image\" src=\"https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002FSeed3D-cover.jpg\" alt=\"Seed3D-cover.jpg\" title=\"Seed3D-cover.jpg\" style=\"display: block; margin: 0px auto;\">\u003Cp>With its ability to generate accurate, realistic, and simulation-ready 3D assets from a single image, Seed3D 1.0 empowers creators, researchers, and developers to turn imagination into tangible 3D worlds. It represents a new era for 3D generation, where \u003Cstrong>creativity meets physics\u003C\u002Fstrong>, and ideas evolve effortlessly from concept to simulation.\u003C\u002Fp>\u003Cp>\u003C\u002Fp>\u003Cp>Discover more at the future of intelligent 3D creation with \u003Ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" class=\"tiptap-link\" href=\"https:\u002F\u002Fwww.seed3dai.com\u002Fseed3d-1\">\u003Cstrong>\u003Cu>Seed3D 1.0\u003C\u002Fu>\u003C\u002Fstrong>\u003C\u002Fa>.\u003C\u002Fp>","Seed3D 1.0 is a Bytedance 3D foundation model that combines the precision of physical simulation with the scalability of generative AI.","https:\u002F\u002Fcf.framepola.com\u002Fmanager\u002F\u002FSeed3D-showcase.jpg","what-is-seed3d-1.0-everything-you-need-to-know",1761634174,1765524361]