SAM 3D (Objects + Body)
A single photo becomes a 3D object
Latest: v1 (Nov 19, 2025)
Two generative models released November 19, 2025 that lift a single 2D photo into 3D: SAM 3D Objects reconstructs full shape, texture, and scene layout even under occlusion and clutter, while SAM 3D Body recovers full-body human mesh, pose, and shape (optionally prompted with keypoints or masks). Checkpoints and inference code are open.
Why it matters
SAM 3D lifts a single photo into 3D: Objects reconstructs shape, texture and layout even under occlusion, and Body recovers full human mesh and pose on a DINOv3 backbone. Together with SAM 3 it powers Facebook Marketplace's 'View in Room', and the artist-made SA-3DAO benchmark raises the bar for single-image reconstruction.
Facts
- SAM 3D Body runs on a DINOv3 backbone — two flagship Meta research lines fused in one model.
- Together with SAM 3 it powers Facebook Marketplace's 'View in Room' furniture preview.
- Meta also released SA-3DAO, a benchmark of artist-made meshes paired with real photos.
Try it yourself
Turn an image into 3D in the Playground ↗ SAM 3D Objects on Hugging Face ↗ SAM 3D Body on Hugging Face ↗
Lineage
Sources
arXiv ↗GitHub · sam-3d-objects ↗GitHub · sam-3d-body ↗Meta AI blog ↗