Instructions to use facebook/sam-3d-objects with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- SAM 3D Objects
How to use facebook/sam-3d-objects with SAM 3D Objects:
from inference import Inference, load_image, load_single_mask from huggingface_hub import hf_hub_download path = hf_hub_download("facebook/sam-3d-objects", "pipeline.yaml") inference = Inference(path, compile=False) image = load_image("path_to_image.png") mask = load_single_mask("path_to_mask.png", index=14) output = inference(image, mask) - Notebooks
- Google Colab
- Kaggle
Request to reset my rejected SAM 3D Objects access application
Hello SAM 3D Objects Team,
My Hugging Face username is cc60c. I am currently a PhD student at City University of Hong Kong.
I recently requested access to SAM 3D Objects because I am studying and reproducing SceneSmith, an open-source system for the agentic generation of simulation-ready indoor scenes.
I have already set up the SceneSmith codebase, CUDA environment, Blender rendering service, physics dependencies, and the released SAM 3D Objects source code. However, the released pipeline cannot run without the official model checkpoints referenced by pipeline.yaml.
SceneSmith uses SAM 3D Objects as its default image-to-3D backend. It generates individual 3D assets from object reference images and then converts those assets into separable models with collision geometry and physical properties for use in simulation. Access to the official checkpoints is therefore necessary for me to run the released open-source pipeline and evaluate its behavior correctly.
My research interests include text-to-scene generation, 3D asset reconstruction, physical scene generation, and the evaluation of the quality and reliability of simulation-ready indoor environments. This work is being conducted solely for academic research and educational purposes, not for commercial use.
My previous access request was rejected. I understand that I may not have provided all required information in the requested format. Could you please reconsider my request, or reset its status to pending so that I can submit the access form again with the required personal and institutional information?
I will use the checkpoints only within our research environment, comply with all applicable license terms and policies, and will not redistribute or publicly host the model weights.
Thank you for your time and consideration.
Best regards,
PhD Student
City University of Hong Kong
Hugging Face username: cc60c