license: other
license_name: nvidia-non-commercial-license
license_link: https://huggingface.co/nvidia/PartPacker/blob/main/LICENSE
language:
- en
Model Card for PartPacker
Description:
PartPacker takes a single input image and generates a 3D shape with an arbitrary number of complete parts. We introduce a dual volume packing strategy that organizes all parts into two complementary volumes, allowing for the creation of complete and interleaved parts that assemble into the final object. This model is ready for non-commercial use.
License/Terms of Use:
Model Architecture:
Architecture Type: Transformer
Input:
Input Type(s): Image
Input Format(s): RGB Image
Input Parameters: 2D Image
Other Properties Related to Input: Condition for the model.
Output:
Output Type(s): Mesh
Output Format: GLB
Output Parameters: 3D Mesh
Other Properties Related to Output: Generated 3D shape with parts.
Supported Hardware Microarchitecture Compatibility
- NVIDIA Ampere
- NVIDIA Hopper
Supported Operating System(s)
- Linux
Model Version(s):
v1.0
Training Dataset:
Objaverse-XL
Properties: We use about 250k mesh data, which is a subset from the Objaverse-XL with part-level annotations.
Dataset License(s): The use of the dataset as a whole is licensed under the ODC-By v1.0 license.
Inference:
Pytorch
Ethical Considerations:
NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal model team to ensure this model meets requirements for the relevant industry and use case and addresses unforeseen product misuse.
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