language:en license:cc-by-nc-nd-4.0 pose estimation computer vision 3d human arxiv:2309.05073 region:us
---
extra_gated_heading: Access FreeMan on Hugging Face
extra_gated_description: >-
  This is a form to enable access to FreeMan on Hugging Face after you have been
  granted access. 
  
  Please visit the [FreeMan Project Page](https://wangjiongw.github.io/freeman/)
  and **complete [pre requisite procudures](https://wangjiongw.github.io/freeman/download.html) before confirming request here**. 
  
  Requests will be processed in 1-2 days.
extra_gated_prompt: >-
  **Your Hugging Face account email address MUST match the email or Huggingface ID you provide on
  the information backup forms matches the one filled in previous step, or your request will not be approved.**
extra_gated_button_content: Submit
extra_gated_fields:
  I have already registered information at FreeMan website and I understand FreeMan is for non-commercial usage ONLY: checkbox
license: cc-by-nc-nd-4.0
language:
- en
tags:
- pose estimation
- computer vision
- 3d human
---
# [FreeMan: Towards 3D Human Pose Estimation In the Wild](https://arxiv.org/abs/2309.05073)

<p align="left">
    <font size='4'>
    <a href="https://wangjiongw.github.io/freeman" target="_blank">🌏 Project Page</a> • 
      <a href="https://wangjiongw.github.io/freeman/download.html" target="_blank">🙋‍♂️ <b>Download Procedure</b></a> • 
      <a href="https://arxiv.org/abs/2309.05073" target="_blank">📄 Paper </a> • 
      <a href="https://www.youtube.com/watch?v=g2h1YW-3n5k" target="_blank">▶️ YouTube </a> • 
      <a href="https://github.com/wangjiongw/FreeMan_API" target="_blank">🖥️ Code </a>
    </font>
</p>

---

This is official release of FreeMan dataset. To access the dataset, please submit previous steps at **[HERE](https://wangjiongw.github.io/freeman/download.html)**.

**[❗️❗️❗️] MAKE SURE you finish required steps [HERE](https://wangjiongw.github.io/freeman/download.html) before apply dataset access here. Otherwise access request will NOT be approved.**

## Notice


[2023.09] 30FPS data for 3D Human Pose Estimation uploaded. Other data are under processing.

[2023.09] Paper released on [arxiv](https://arxiv.org/abs/2309.05073). We are uploading the datasets. Please stay tuned.

---

## Overview

Current uploaded data:
- 8 views
- 40 subjects
- 11M frames
- 10 types of scenarios
- 27 locations

## File Info

The whole dataset is about 800GB and all RGB data are stored in video format. RGB data are zipped by subject, while all annotation files are zipped all togethers.
Besides zip files, text files store list of each subsets.
```
session_list.txt: all session names included in FreeMan;
session_list_mono.txt: sample names and corrsponding view index in monocular experiments;
ignore_list.txt: sessions not used temporarily in experiments of FreeMan Paper(https://arxiv.org/abs/2309.05073);
train/valid/test.txt: session names in train/validation/test subset, respectivelly. They are seperated by subject.
```

To verify downloaded items, sha256sum for video files are shown here: 

| File Name | sha256sum | File Name | sha256sum | File Name | sha256sum | File Name | sha256sum |
| :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: |
| subj01.zip | a02d8e47d36235ae760f553b85b7df21cb711fecea73e7542df49e5c2d1441e6 | subj02.zip | 10d9b9af46ade9069401832ad0f1b06edd12a9e39f2ea9d06a55f1371bb9a28f | subj02.01 | 94ac1a0af242c33bb0d8777bea094fe0542ace0077f8836ff3944b0e41d3e45b | subj02.02 | 67174ca443c7c35fd1604d69ae30a46fece96af83d83d7428db1ce6483782739 |
| subj02.03 | 05534d4e352454a5ffe0df802da53057953df274879d3067e023f2667773e4f6 | subj03.zip | 6825c59ecaec5114ead9f8d5f88d3d8ec2949cb9db102fb6beee6c338d2ae174 | subj04.zip | 48dc77e2c6fe741b8b271ee302ba5883eabec5ed960dac66181b58e38a36282d | subj05.zip | ab8033cc55e5e4f578490a225e60e986e67f162b79da44e68afcab805f396f2a |
| subj06.zip | a204970bc9ebd142a97276ed6bb095cb3a9e621090a8fad57fb8bbe99b23d733 | subj07.zip | 292cf18231592c730a811488e9896756ee137b737c1e207428efda9f73a75d2d | subj08.zip | fad741aa4400c813a8a71303ad855c7d0e130613db3c72222b14f010ee8c74d4 | subj09.zip | 46bcf599207c7fcaac84102e40a60c29720e916431f13b932273d33199bab922 |
| subj10.zip | 320f9c0cb169261bbcdc60163525d5b0b35fb17110dc488ad71491047b35d582 | subj11.zip | 72e3f99b5bfb918c269bfc53515c1d556e3ee8eed8d5aa82d619971eb74e76af | subj12.zip | 5e7c8dea74b59f14f65b08a51c1688f920ac24f943a1a6102fdb519b5df4702a | subj13.zip | 4a76b93a26fad023b315f46ff107ed619adb920cb2fb5d03e8de7f33bc68d0f6 |
| subj14.zip | d78998c715bd54a65c9da7b247212c1a1833405c125bb5492b5d5fca9ec0e17f | subj15.zip | 070dfdd2d420c4392f487ae9558406cee970fe43f802f26ca28a4871f8b46d0b | subj16.zip | 9933c2e3f8b114b96e4b5f9938d22ca77686b6952489406ee07705ac4601caa2 | subj17.zip | 2e80f886faf3a5b3679da8f8f7bde0034008415128c404ea9445368f1d0cbe17 |
| subj18.zip | 0f060e6c2b1699e9780f60b826946d69a77ae6c668cf6d02d3063b172ba3e3e0 | subj19.zip | 12bb121a1f4bd57a741ab651375af9bed105a9226390d225d8b08512d910f5d6 | subj20.zip | c07f8e261b4df3913399589405cbefd6a70807c6400373c92a4635390d4ee644 | subj21.zip | 26bc74962012698402836d2c327872c240b638a2bb54ae3b85af12b6a93269ee |
| subj22.zip | 0b69237ff95205ff51c95bdb34cdaabf0304ecf856d4ce1f07d9f76c16e42cd1 | subj22.01 | f66ac6370835164ee66e7db1cf9c60609218f3c6d19dfe2b07f39bffa12635ae | subj23.zip | 2ad8a29c949e0208c7338efd955a3f6b9322c61a691ceac3be89d356fb02eb1c | subj24.zip | 1902fd34d9d9717c5be95af36162095aa2db35d6327e6d7d828b3c7ffe97587c |
| subj25.zip | 01209473ca4a50e72e20849150dd489b62b6153fd2be798b699ceb106af40d1d | subj26.zip | 6cf1b76860a68bf8452e7e7719b2bb18bcb727691fb14e37da3864170973bfba | subj27.zip | a6e17a99b4597e26bb38ab86eb1c6f31534a643fb5ede55c888d34eda87fa546 | subj28.zip | f4ba067b02e2fd15d06f3e9d0eb750d2054d199b18d53258a77158153bef5c20 |
| subj29.zip | 2cfec4175ed17b2763af4d21b6a924fd31cc4176109e53beaa5141ff63715db0 | subj30.zip | c57c28de39dd81f579df00758717e1e9f3a73df338c61b51667be450beea8220 | subj31.zip | ee83b60bc25e5e3fe63f56437e8a9c023d9e7deebea987e20516d568280f01c0 | subj32.zip | 7e217b54696f9214585072def09f43a11a3f0fa2181d9478106055c69f2a2a48 |
| subj33.zip | 3f214e38daf8d416d2c5a5f5c32e6ea093a6c5cbc4c9eaa47e4a7e23c733a001 | subj34.zip | 39634d0f0e2db1bce9b9254a7dbc1425d5c4f83b38b64158e6ad8d411dfe4c65 | subj35.zip | 75c41ae4ade932774a3e8d58684c2b7fb9d62895dc87df9e1112d4d54894dae5 | subj36.zip | fc71637a6c46ad8de362204277c0bd68058b7a1e88c05c1bd713d80a85ea74ed |
| subj37.zip | 75347b1c8cd5e4afaa923376bfe5109e890c5593388de2145cfd2fc081d9ba83 | subj38.zip | e99d2de0a05c798fa91112ea69468bd0cbeb00aaad1c5d330bacee0ede30f540 | subj39.zip | 669feb7b7effee0cc6d532151c509c89dcd5e85a259ad56cf9df321e526f56fa | subj40.zip | c3f632c5e52331209af17c44d4ee6a16511d625096a19b4b043bc811489b0fa3 |

## Citation

If you find FreeMan helpful and used in your project, please cite our paper.
```
@article{wang2023freeman,
  title={FreeMan: Towards Benchmarking 3D Human Pose Estimation in the Wild},
  author={Wang, Jiong and Yang, Fengyu and Gou, Wenbo and Li, Bingliang and Yan, Danqi and Zeng, Ailing and Gao, Yijun and Wang, Junle and Zhang, Ruimao},
  journal={arXiv preprint arXiv:2309.05073},
  year={2023}
}
```

## Contact

If any questions, please feel free to email us at jiongwang@link.cuhk.edu.cn, zhangruimao@cuhk.edu.cn, 
or leave your questions in chat/issues.