ZeyuLing/Paint3D-GSO-100-outputs

Paint3D GSO-100 Inference Outputs

This dataset contains Paint3D inference results for 100 objects sampled from Google Scanned Objects (GSO). Each sample is stored in its own directory.

Contents

Each of the 100 sample directories contains five files:

File	Description
input_image.png	Conditioning render of the GSO object
input_mesh.obj	Input GSO mesh
albedo_texture.png	Final UV-space albedo generated by Paint3D
albedo_render.mp4	360-degree turntable render of the textured mesh
textured.glb	Self-contained textured GLB with the generated albedo

The repository contains 500 sample files in total. manifest.tsv records the relative path and byte size of every sample file; summary.json records the dataset-level counts and size.

Sources and attribution

• Paint3D code and method: OpenTexture/Paint3D
• Input assets: Google Scanned Objects, obtained through mujoco_scanned_objects

The included GSO 3D assets are licensed under CC BY 4.0. The Paint3D code is licensed under Apache 2.0. Users are responsible for following the licenses of the source assets and software.

Citations

@inproceedings{zeng2024paint3d,
  title={Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion Models},
  author={Zeng, Xianfang and Chen, Xin and Qi, Zhongqi and Liu, Wen and Zhao, Zibo and Wang, Zhibin and Fu, Bin and Liu, Yong and Yu, Gang},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={4252--4262},
  year={2024}
}

@misc{downs2022scannedobjects,
  title={Google Scanned Objects: A High-Quality Dataset of 3D Scanned Household Items},
  author={Downs, Laura and Francis, Anthony and Koenig, Nate and Kinman, Brandon and Hickman, Ryan and Reymann, Krista and McHugh, Thomas B. and Vanhoucke, Vincent},
  year={2022},
  eprint={2204.11918},
  archivePrefix={arXiv}
}