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Rendering Pipeline

This repository includes the rendering pipeline for SynthSL: Expressive Humans for Sign Language Image Synthesis (FG 2024), to render synthetic data based on the SMPL-x model.

SynthSL

SynthSL is publicly available for research purposes. To get access to the dataset, please send an email to jilliam_maria.diaz_barros [at] dfki [dot] de.

Sign Image Synthesis Pipeline

The implementation of our SwinGenerator and sign image synthesis architecture can be forked from here.

Setup and demo

In progress...

Citation

If you find this repository useful for your research, please cite the following paper:

@inproceedings{diazbarros2024SynthSL,
  title={SynthSL: Expressive Humans for Sign Language Image Synthesis},
  author={D{\'\i}az Barros, Jilliam Mar{\'\i}a and Wang, Chen-Yu and Malik, Jameel and Arafa, Abdalla and Stricker, Didier},
  booktitle={Int. Conf. on Automatic Face and Gesture Recognition (FG)},
  year={2024},
  organization={IEEE}
}

Acknowledgments

This repository is partially based on the code from SURREAL and ObMan.

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