SAM 3D is an AI-powered platform that converts a 2D image into a high-quality 3D model, using two novel architectures optimized for objects in cluttered scenes and human bodies. It employs a massive annotated dataset and advanced inference models to handle occlusion, lighting variations, and complex geometries with robustness. The output meshes are exportable for integration in 3D software and real-time applications.