https://github.com/Charrrrrlie/Mask-as-Supervision

[ECCV2024] Official Implementation of Our Paper "Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation"
https://github.com/Charrrrrlie/Mask-as-Supervision

3d-pose-estimation computer-vision human-pose-estimation pose-estimation unsupervised-learning

Last synced: about 2 months ago
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[ECCV2024] Official Implementation of Our Paper "Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation"

• Host: GitHub
• URL: https://github.com/Charrrrrlie/Mask-as-Supervision
• Owner: Charrrrrlie
• License: mit
• Created: 2023-12-06T11:26:38.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-11-21T03:31:41.000Z (2 months ago)
• Last Synced: 2024-11-21T04:24:20.923Z (2 months ago)
• Topics: 3d-pose-estimation, computer-vision, human-pose-estimation, pose-estimation, unsupervised-learning
• Homepage:
• Size: 151 KB
• Stars: 16
• Watchers: 1
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# [ECCV 2024] Mask as Supervision

### 📖 Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation

####  
 [Yuchen Yang](https://charrrrrlie.github.io/), [Yu Qiao](https://scholar.google.com/citations?user=gFtI-8QAAAAJ&hl=en), [Xiao Sun†](https://jimmysuen.github.io/)


#### 
[arXiv](https://arxiv.org/abs/2312.07051)


![framework](./assets/framework.png)

## TODOs

🔨 Code will be released after the paper is accepted.

Due to the problem mentioned in [issue1](https://github.com/Charrrrrlie/Mask-as-Supervision/issues/1), we are still working on refactoring the code.

Please refer to [the repo of V2](https://github.com/Charrrrrlie/X-as-Supervision), which includes the main code from this project with minor modifications.

## Citation

```

@inproceedings{yang2024mask,

  title={Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation},

  author={Yang, Yuchen and Qiao, Yu and Sun, Xiao},

  booktitle={European Conference on Computer Vision},

  pages={38--55},

  year={2024},

  organization={Springer}

}

```