Transform 2D images into high-quality 3D models with Seed3D - CVPR 2025 recognized AI 3D technology from ByteDance Seed
Seed3D is a cutting-edge AI 3D model generation platform developed by ByteDance Seed Team, featuring revolutionary technologies for automated 3D content creation. Our AI 3D technology enables creators, developers, and researchers to generate high-quality 3D models from simple 2D images, complete with automatic rigging and animation capabilities.
As a leader in AI 3D model generation, Seed3D combines two groundbreaking CVPR 2025 papers - Dora-VAE and MagicArticulate - to deliver unprecedented quality in 3D model reconstruction and animation. Whether you're developing games, creating VFX content, or conducting research, Seed3D provides the most advanced AI 3D generation tools available today.
Our Seed 3D platform is built on extensive research in 3D reconstruction, variational autoencoders, and automatic articulation. With over 48,000 high-quality 3D models in our training dataset and recognition from the computer vision community, Seed3D represents the future of AI-powered 3D model generation.
Seed3D offers comprehensive AI 3D model generation capabilities that revolutionize how you create 3D content. Our advanced 3D model technology combines state-of-the-art AI with practical production tools.
Our Dora-VAE technology achieves 8× compression improvement over traditional methods while maintaining exceptional quality in 3D model generation. This AI 3D approach uses sharp edge sampling to preserve geometric details that matter most in your 3D models.
Transform static 3D models into animation-ready assets automatically. MagicArticulate uses AI to generate skeletal structures and skinning weights, making your 3D models ready for real-time animation without manual rigging.
Unique to Seed 3D, our AI 3D model generator allows you to adjust quality from 1,000 to 100,000+ tokens during inference. Scale your 3D model generation quality based on your specific needs without retraining.
Seed3D is fully open source with Apache-2.0 license. Access our complete codebase, pretrained 3D models, and extensive documentation. Join our community of developers creating the future of AI 3D technology.
Our AI 3D model generation technology is battle-tested at ByteDance scale, powering real-world applications. Seed 3D integrates seamlessly with Unity, Unreal Engine, and other professional 3D tools.
Trained on Articulation-XL 2.0 with 48,000+ high-quality 3D models. Our extensive dataset ensures robust AI 3D generation across diverse object categories and geometric complexities.
Dora-VAE represents a fundamental advancement in how AI handles 3D model data. Traditional 3D model generation methods struggle with preserving fine geometric details while maintaining efficient compression. Our Seed 3D technology solves this through innovative sharp edge sampling and dual cross-attention mechanisms.
The key to Dora-VAE's success in AI 3D model generation lies in its ability to identify and prioritize geometrically complex regions. Instead of uniform sampling, our AI 3D approach focuses computational resources on areas that matter most - sharp edges, intricate details, and complex surfaces. This results in 3D models that capture the essence of the original geometry while using 8× less latent space than competing methods.
MagicArticulate transforms how we think about 3D model animation. Traditional rigging requires hours of manual work by skilled artists. Our AI 3D technology automates this entire process, analyzing your 3D model's geometry and automatically generating professional-quality skeletal structures with skinning weights.
Built on the massive Articulation-XL 2.0 dataset containing over 48,000 rigged 3D models, MagicArticulate understands the nuances of different object types. Whether you're working with characters, creatures, or articulated objects, our Seed 3D platform provides animation-ready 3D models in seconds.
Understanding that AI 3D model quality needs rigorous measurement, we developed Dora-Bench - a comprehensive benchmark that evaluates 3D model reconstruction quality based on geometric complexity. This benchmark systematically categorizes 3D models by sharp edge density, providing clear metrics for comparing different AI 3D generation approaches.
Seed3D's AI 3D model generation technology powers diverse applications across entertainment, commerce, design, and research. Our 3D model platform adapts to your specific needs.
Accelerate 3D asset creation for games. Generate character models, props, and environments with our AI 3D technology. Seed 3D integrates with Unity and Unreal Engine.
Create VFX-ready 3D models from concept art. Our AI 3D model generator produces film-quality assets for previsualization and final production.
Transform product photos into interactive 3D models. Enhance online shopping experiences with AI-generated 3D visualizations using Seed 3D.
Rapidly prototype architectural concepts with AI 3D generation. Create detailed 3D models for client presentations and virtual walkthroughs.
Generate educational 3D models for interactive learning. Our Seed 3D platform makes creating anatomical models, scientific visualizations, and training simulations accessible.
Create digital twins and CAD integrations with AI 3D technology. Seed3D supports industrial design workflows and quality inspection processes.
Build immersive VR/AR experiences with AI-generated 3D models. Seed 3D produces assets optimized for real-time rendering in virtual environments.
Advance 3D vision research with our open-source AI 3D platform. Use Seed 3D for reproducible research, benchmark comparisons, and novel applications.
Seed3D's foundation rests on rigorous peer-reviewed research. Our AI 3D technology has been validated by the computer vision community with two papers accepted at CVPR 2025, one of the most prestigious conferences in the field.
This groundbreaking paper introduces our novel approach to 3D model compression and reconstruction. Published at CVPR 2025, it demonstrates how sharp edge sampling significantly improves AI 3D generation quality while reducing computational requirements.
Our second CVPR 2025 paper presents MagicArticulate, revolutionizing how AI handles 3D model animation. This research shows how automatic rigging can match professional quality while dramatically reducing production time.
Seed 3D is committed to advancing AI 3D research through open collaboration. All our code, pretrained 3D models, and datasets are available under Apache-2.0 license. We believe that open source development accelerates innovation in AI 3D model generation.
Whether you're a researcher exploring new frontiers in AI 3D technology, a developer building innovative 3D applications, or a creator pushing the boundaries of digital content, Seed3D provides the tools and community support you need. Our GitHub repositories host active discussions, feature requests, and collaborative development.
Seed3D is one component of ByteDance Seed Team's comprehensive AI research initiative. Our AI 3D model generation technology integrates seamlessly with other cutting-edge models in the Seed ecosystem:
This integrated ecosystem means Seed 3D benefits from continuous improvements across multiple AI domains. When you use Seed3D for AI 3D model generation, you're leveraging research breakthroughs from image generation, video synthesis, and multimodal AI.
Getting started with Seed 3D is straightforward. Our AI 3D model generator supports Python 3.10+ and integrates with popular 3D frameworks. Visit our GitHub repository for detailed installation instructions, code examples, and comprehensive documentation.
Our AI 3D platform provides simple APIs for both 3D model reconstruction with Dora-VAE and automatic animation with MagicArticulate. Whether you're generating a single 3D model or processing batches for production, Seed 3D scales to your needs.
Join thousands of developers, researchers, and creators using Seed3D for AI 3D model generation. Our active community provides support through GitHub Discussions, shares examples, and collaborates on advancing 3D technology. Contribute to the future of AI 3D generation!
CVPR 2025 recognized AI 3D technology backed by rigorous research. Seed 3D represents the cutting edge of 3D model generation science.
Battle-tested at ByteDance scale. Our AI 3D model generator powers real-world applications serving millions of users.
8× compression improvement means faster processing and lower costs for 3D model generation without sacrificing quality.
From image to animated 3D model in one platform. Seed 3D handles the entire AI 3D generation pipeline.
Fully open source AI 3D technology. No black boxes, no vendor lock-in. Complete control over your 3D model generation workflow.
Continuous improvements from ByteDance Seed Team. Regular updates, new features, and expanding capabilities for AI 3D generation.
Join the future of 3D content creation with Seed3D - the most advanced open-source AI 3D model generator.