New Release

Effortless 3D Human Mesh Recovery from a Single Image

Name: SAM 3D Human Mesh Recovery - Reconstruct 3D Bodies from Single Images
Author: SAM 3D

Generate high-quality 3D human meshes with pose and shape estimation from just one 2D image using Meta AI's SAM 3D. Get accurate human shape prediction and detailed body mesh from photo in seconds.

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Cutting-Edge Accuracy

Occlusion Handling

Key Features of SAM 3D Human Mesh Recovery

Experience the next generation of 3D human reconstruction with unparalleled accuracy and detail.

Single Image HMR

Reconstruct detailed 3D human meshes from a single 2D image, dramatically simplifying the creation of realistic human avatars. Excellent body mesh from photo made easy.

Pose and Shape Prediction

Accurately estimates human body pose and shape configurations, even in challenging scenarios with occlusions. Advanced 3D body pose estimation at your fingertips.

Gaussian Splat Output

Supports Gaussian splatting for incredibly detailed and realistic point-based neural rendering, ensuring high-quality visualization. Delivers precise human shape prediction for lifelike results.

How to Use SAM 3D Human Mesh Recovery

Generate 3D human meshes from images in three simple steps using SAM 3D.

Upload a Single Image

Upload a single 2D image of a person to start the 3D reconstruction process. Use this 3D body pose estimation tool and get instant feedback.

AI Reconstruction

Our advanced AI model automatically reconstructs the 3D human mesh, estimating pose and shape. Get an accurate body mesh from photo in moments.

Download & Integrate

Download the generated 3D mesh in a variety of formats for use in your projects. Improve your human shape prediction pipeline today!

Frequently Asked Questions about SAM 3D Human Mesh Recovery

Find answers to common questions about using SAM 3D for 3D human reconstruction.

SAM 3D Human Mesh Recovery is a specialized module of Meta AI's SAM 3D, designed for reconstructing full 3D human meshes from a single 2D image. It provides accurate human pose and shape estimation, enabling the rapid creation of realistic 3D avatars.

SAM 3D excels by achieving high-quality 3D reconstruction from just a single image, whereas traditional methods often require multiple images or manual modeling. Its Mixture-of-Transformers architecture and multi-stage training framework provide superior accuracy and detail.

SAM 3D Body accepts a single 2D image as input. It can also leverage segmentation masks and 2D keypoints as input prompts to guide the 3D prediction process.

SAM 3D supports both mesh decoder and Gaussian-splat decoder. The Gaussian splatting (up to 32 splats per occupied voxel) allows high-quality point-based neural rendering. Access your body mesh from photo results easily with standard formats.