# Repository Licensing and Third-Party Notices

This repository contains a mixture of first-party EgoForce assets and third-party assets. No single license applies to all files in the repository.

This notice is intended to make the third-party obligations visible at the repository root. It does not replace the original upstream licenses, which remain controlling for third-party files.

## Summary

| Path | Upstream source | Governing license / terms 
| --- | --- | --- 
| `_DATA/detector.torchscript` | WiLoR | CC BY-NC-ND 4.0 
| `_DATA/mano/*` | MANO | MANO PS:License 1.0
| `_DATA/epoch_460.pth` | EgoForce | First-party project asset 
| `_DATA/model_weights.pth` | EgoForce | First-party project asset ers 

## WiLoR notice

The file `_DATA/detector.torchscript` is used in this repository as the 2D hand bounding-box detector.

Official references:

- WiLoR project page: <https://rolpotamias.github.io/WiLoR/>
- WiLoR repository: <https://github.com/rolpotamias/WiLoR>
- WiLoR CVPR 2025 paper: <https://openaccess.thecvf.com/content/CVPR2025/html/Potamias_WiLoR_End-to-end_3D_Hand_Localization_and_Reconstruction_in-the-wild_CVPR_2025_paper.html>
- Creative Commons license: <https://creativecommons.org/licenses/by-nc-nd/4.0/>

The official WiLoR repository states that WiLoR models are licensed under CC BY-NC-ND 4.0.

Citation:

```bibtex
@InProceedings{Potamias_2025_CVPR,
  author    = {Potamias, Rolandos Alexandros and Zhang, Jinglei and Deng, Jiankang and Zafeiriou, Stefanos},
  title     = {WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month     = {June},
  year      = {2025},
  pages     = {12242-12254}
}
```

## MANO notice

The directory `_DATA/mano/*` contains MANO hand model assets from the Max Planck MANO distribution.

Official references:

- MANO website: <https://mano.is.tue.mpg.de/>
- MANO license: <https://mano.is.tue.mpg.de/license.html>
- MPI code page: <https://is.mpg.de/code/embodied-hands>

The official MANO license is the Max Planck "Software Copyright License for non-commercial scientific research purposes" (PS:License 1.0). 


Citation:

```bibtex
@article{MANO:SIGGRAPHASIA:2017,
  title   = {Embodied Hands: Modeling and Capturing Hands and Bodies Together},
  author  = {Romero, Javier and Tzionas, Dimitrios and Black, Michael J.},
  journal = {ACM Transactions on Graphics, (Proc. SIGGRAPH Asia)},
  volume  = {36},
  number  = {6},
  series  = {245:1--245:17},
  month   = nov,
  year    = {2017}
}
```


## Disclaimer

This file is provided for attribution and compliance transparency only. It is not legal advice. The original upstream licenses remain authoritative.