SAM 3 - 3D Align

Reconstruct full 3D scenes with people and objects aligned in unified space.

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Create a 3D model from your image in seconds

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📄 About SAM 3 - 3D Align
Key Features
Performs full 3D scene reconstruction by aligning body and object meshes within a unified spatial context.
Accepts input images and mesh files via URL or direct file upload, supporting .ply and .glb formats.
Automatically estimates the camera's focal length for realistic depth representation, with manual override available.
Supports optional human mask images for enhanced segmentation and precision.
Delivers multiple output formats including aligned body PLY, GLB mesh, combined scene GLB, visualization, and metadata.
Processes each scene quickly, typically within 30-60 seconds, streamlining 3D content workflows.
Flexible integration for various 3D generation, visualization, and analysis applications.
💡 Use Cases
Creating immersive 3D scenes for virtual reality (VR) and augmented reality (AR) experiences.
Automating the alignment of human and object meshes for game asset preparation.
Generating precise digital twins for architectural visualization and spatial analysis.
Assisting robotics development through accurate spatial mapping of environments.
Enhancing animation pipelines with realistic human-object spatial relationships.
Facilitating rapid prototyping of interactive 3D simulations.
Supporting research in computer vision and scene understanding.
🎯 Best For
🎯 3D artists, animators, VR/AR developers, game designers, and professionals in architecture, robotics, or digital content creation.
👍 Pros
Delivers highly accurate 3D alignment for both human and object meshes.
Supports a wide range of file formats and flexible input methods.
Fast processing enables efficient project workflows.
Offers multiple output types for diverse 3D applications.
Automated depth and focal length estimation reduces manual setup.
Enables detailed, context-aware scene reconstructions ideal for professional use.
⚠️ Considerations
Requires high-quality input images and meshes for best results.
Optional features (like human masks) may need additional data preparation.
Output quality can depend on the accuracy of provided mesh files.
Currently optimized for specific mesh formats (.ply, .glb) only.
📚 How to Use SAM 3 - 3D Align
1
Prepare your source image and ensure you have compatible body mesh and (optionally) object mesh files in .ply or .glb format.
2
Upload or provide URLs for the image and mesh files in the model interface.
3
Optionally, upload a human mask image to improve segmentation, or leave blank to use the full image.
4
Enter the camera focal length if known, or allow the model to auto-estimate it.
5
Submit your inputs and wait for processing (typically 30-60 seconds).
6
Download the aligned mesh outputs, visualizations, and combined scene files for use in your 3D projects.
Frequently Asked Questions
SAM 3 - 3D Align accepts images in standard image formats and mesh files in .ply or .glb formats. Object meshes should be .glb files, and you can also provide an optional human mask image for better segmentation.
Providing the focal length from your body mesh metadata can improve accuracy, but the model can auto-estimate this value if it is not specified, ensuring realistic depth and scale.
Typical processing time for a scene is around 30-60 seconds, making it efficient for rapid prototyping and iterative 3D workflows.
Yes, SAM 3 - 3D Align is designed for professional use and supports commercial 3D content creation, architectural visualization, game development, and more.
Pricing varies by model and is based on a pay-as-you-go credit system, allowing you to pay only for the resources you use.

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