sam3d | Single-Image 3D Reconstruction

sam3d World is a specialized portal built around Meta’s sam3d technology, a research‑grade single‑image 3D reconstruction model that fuses segmentation, geometry, texture, and layout predictions into coherent 3D assets. From one ordinary photo, sam3d can infer full 3D shape and appearance, dramatically simplifying pipelines that used to require multi‑view photography, depth sensors, or complex photogrammetry setups. The site explains what sam3d is, how it works, and how to integrate it into production workflows, including AR commerce, XR experiences, robotics perception, and scientific visualization. It highlights core features such as open‑vocabulary segmentation via SAM 3 prompts, object‑ and scene‑level reconstruction, and export to common 3D formats suitable for engines and viewers. sam3d World also curates links to official code, weights, benchmarks, and technical papers, helping developers and creators quickly move from experimentation to deployment while staying aligned with best practices for evaluation, privacy, and real‑world robustness.