sam-3d-body-dataset

# SAM-3D-Body Data

This repository provides the annotations used in [SAM 3D Body](https://github.com/facebookresearch/sam-3d-body/tree/main).

## Datasets

- 3DPW
- AI Challenger
- COCO
- EgoExo4D
- EgoHumans
- Harmony4D
- MPII
- SA1B

## Get Started

Please follow the [instructions](https://github.com/facebookresearch/sam-3d-body/tree/main/data) to download and preocess the annotations.

## License

The SAM 3D Body data is licensed under [SAM License](https://huggingface.co/datasets/facebook/sam-3d-body-dataset/blob/main/LICENSE).

## Citing SAM 3D Body

If you use SAM 3D Body or the SAM 3D Body dataset in your research, please use the following BibTeX entry.

```bibtex
@article{yang2025sam3dbody,
title={SAM 3D Body: Robust Full-Body Human Mesh Recovery},
author={Yang, Xitong and Kukreja, Devansh and Pinkus, Don and Sagar, Anushka and Fan, Taosha and Park, Jinhyung and Shin, Soyong and Cao, Jinkun and Liu, Jiawei and Ugrinovic, Nicolas and Feiszli, Matt and Malik, Jitendra and Dollar, Piotr and Kitani, Kris},
journal={arXiv preprint; identifier to be added},
year={2025}
}
```

# SAM-3D-Body 数据集

本仓库提供了[SAM 3D Body](https://github.com/facebookresearch/sam-3d-body/tree/main)项目中使用的标注数据。

## 数据集列表
- 3DPW
- AI Challenger
- COCO
- EgoExo4D
- EgoHumans
- Harmony4D
- MPII
- SA1B

## 快速上手
请遵循[操作指南](https://github.com/facebookresearch/sam-3d-body/tree/main/data)下载并处理标注数据。

## 许可证
SAM-3D-Body 数据集采用[SAM许可证（SAM License）](https://huggingface.co/datasets/facebook/sam-3d-body-dataset/blob/main/LICENSE)进行授权。

## 引用SAM-3D-Body
若您在研究中使用SAM 3D Body或SAM-3D-Body数据集，请使用以下BibTeX条目进行引用：
bibtex
@article{yang2025sam3dbody,
title={SAM 3D Body: Robust Full-Body Human Mesh Recovery},
author={Yang, Xitong and Kukreja, Devansh and Pinkus, Don and Sagar, Anushka and Fan, Taosha and Park, Jinhyung and Shin, Soyong and Cao, Jinkun and Liu, Jiawei and Ugrinovic, Nicolas and Feiszli, Matt and Malik, Jitendra and Dollar, Piotr and Kitani, Kris},
journal={arXiv preprint; identifier to be added},
year={2025}
}

搜集汇总

背景与挑战

背景概述

SAM-3D-Body数据集是一个用于3D人体网格恢复的综合数据集，包含多个知名子数据集，适用于相关研究。该数据集由Facebook发布，提供详细的标注信息，适用于学术和研究用途。