This is the Linux app named SAM 3D Objects whose latest release can be downloaded as sam-3d-objectssourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SAM 3D Objects
DESCRIPTION
SAM 3D Objects is a foundation model that reconstructs full 3D geometry, texture, and spatial layout of objects and scenes from a single image. Given one RGB image and object masks (for example, from the Segment Anything family), it can generate a textured 3D mesh for each object, including pose and approximate scene layout. The model is specifically designed to be robust in real-world images with clutter, occlusions, small objects, and unusual viewpoints, where many earlier 3D-from-image systems struggle. It supports both single-object and multi-object generation, allowing you to reconstruct entire scenes rather than just isolated items. The repository provides code to run inference, a quickstart demo.py script, and environment setup instructions that connect to hosted checkpoints and configuration files. Outputs are aimed at downstream usability: the reconstructed assets are textured meshes suitable for further editing, rendering, or integration into 3D pipelines and engines.
Features
- Single-image 3D reconstruction of objects and full scenes, including pose, geometry, texture, and layout
- Works with masked regions to turn 2D object segments into textured 3D meshes
- Designed for robustness in natural, uncurated images with clutter, occlusions, and small objects
- Supports both single-object and multi-object generation modes from the same image
- Python demo script and API for quick inference and integration into 3D workflows
- Checkpoints and configs released for research use, forming the object half of the SAM 3D model family
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/sam-3d-objects.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
