Sam 3D

Définition

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Français

Sam 3D

Anglais

Sam 3D

A generative model that can reconstruct complete 3D objects from a single image, including their geometry, texture, and spatial layout within complex real-world scenes. The method addresses a fundamental challenge in computer vision by enabling 3D reconstruction even when objects are partially occluded or cluttered, going beyond traditional multi-view approaches.  
SAM 3D demonstrates significant improvements over existing methods, achieving at least a 5:1 win rate in human preference tests when compared to recent work on real-world objects and scenes. The method successfully reconstructs objects across diverse categories, from large structures like churches and ski lifts to small household items and animals, even when they appear in cluttered natural environment

Sources

Sources : huggingface