Seed3D: From Images to High-Fidelity 3D
Seed 3D is an advanced 3D generation model. Simply upload one or multiple images to generate high-quality, visually stunning 3D models.
Seed3D 1.0 Use Cases
Transform Images into High-Quality 3D Models
Seed3D 1.0 is a foundation model that fuses generative scalability with explicit physics simulation to deliver diverse, high-quality 3D assets directly from image inputs. Supply a single view or a curated image set and Seed3D reconstructs watertight geometry, estimates true scale with VLM guidance, and preserves material context for downstream evaluation. The workflow keeps every asset simulation-ready so embodied AI teams can iterate without manual cleanup.
High-Fidelity Asset Generation
Seed3D 1.0 leads ULIP-I and Uni3D-I benchmarks, preserving intricate topology and surface detail faithful to the source imagery.
Physics Engine Compatibility
Watertight meshes, collision proxies, and friction presets mean Seed3D exports slot directly into Isaac Sim and similar physics environments.
Scalable Scene Composition
A factorized pipeline uses VLM layouts to assemble multi-object scenes, scaling from desktop assets to large indoor and urban environments.
Benefits for Embodied AI Workflows
Seed3D 1.0 unites high-fidelity generation, physics compatibility, and scene composition so robotics and embodied AI teams can spin up trustworthy simulators from image prompts alone.
Scalable Training Data
Generate broad manipulation scenarios by combining diverse image prompts into consistent assets that cover everyday objects and environments.
Interactive Physics Feedback
Immediate Isaac Sim integration delivers real-time contact forces and object dynamics, shortening loops between hypothesis and validation.
Multi-Modal Benchmarks
Multi-view, multi-modal observations captured from Seed3D scenes support rigorous evaluation of vision-language-action models.
Seed3D Feature Pillars
Seed3D 1.0 unites high-fidelity asset generation, physics-ready outputs, and scalable scene composition. The model keeps geometry faithful to source images, packs watertight meshes for simulators, and assembles multi-object layouts with VLM guidance.
High-Fidelity Geometry
Seed3D 1.0 matches image details with accurate topology, delivering ULIP-I and Uni3D-I scores ahead of baselines for faithful 3D reconstruction.
PBR Texture Quality
Generates multi-view imagery and PBR materials that stay consistent across viewpoints, with Seed3D 1.0* benchmarks highlighting precise material estimation.
Simulation-Ready Meshes
VLM-guided scale estimation and watertight geometry let Isaac Sim auto-generate collision meshes and friction settings without manual tuning.
Robotics Validation
Manipulation trials in Isaac Sim confirm realistic contact behavior, enabling large-scale data generation and interactive feedback for embodied AI.
Factorized Scene Assembly
Seed3D 1.0 uses VLM layouts to position generated objects, scaling from single rooms to expansive urban scenes with consistent spatial logic.
Seed3D Frequently Asked Questions
What inputs does Seed3D require?
Seed3D 1.0 accepts single images or curated image sets, using them to reconstruct watertight 3D assets without video capture.
How faithful are the generated assets?
Human studies and ULIP-I/Uni3D-I metrics show Seed3D reproduces fine topology and surface detail more accurately than competing methods.
Can the results plug into physics engines?
Yes. Seed3D assets arrive with watertight geometry, collision proxies, and friction presets, so tools like Isaac Sim load them immediately.
Is it suitable for robotics training?
Robotic manipulation experiments demonstrate reliable contact dynamics, enabling scalable data generation for embodied AI workflows.
What export formats are supported?
Seed3D delivers GLB, USDZ, MP4, and WebXR packages with accompanying metadata, keeping assets ready for downstream distribution.
How does Seed3D handle full scenes?
A factorized pipeline uses VLM guidance to position generated objects, allowing coherent indoor and outdoor scene layouts at multiple scales.
Explore Seed3D 1.0
Review the Seed3D 1.0 workflow, generate your own simulation-ready assets from images, and dive into the official benchmarks to evaluate performance.