cjwbw / diffae

Image Manipulatinon with Diffusion Autoencoders

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Run with an API
Playground API Examples README Versions

This is a cog implementation of face manipulation from https://github.com/phizaz/diffae

Official implementation of Diffusion Autoencoders

A CVPR 2022 (ORAL) paper (paper, site, 5-min video):

@inproceedings{preechakul2021diffusion,
      title={Diffusion Autoencoders: Toward a Meaningful and Decodable Representation}, 
      author={Preechakul, Konpat and Chatthee, Nattanat and Wizadwongsa, Suttisak and Suwajanakorn, Supasorn},
      booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, 
      year={2022},
}
Original in imgs directory
 Aligned with align.py
 Using manipulate.ipynb