/mobile-face-recognition

Lightweight models for face recognition on mobile devices

Primary LanguageJupyter Notebook

Models

We provide several publicly available lightweight models for face recognition and facial expression recognition that obtained high accuracy of LFW (Labeled Faces in-the-Wild) and AffectNet datasets.

Mobile demo

The demo Android application is available at our Google drive. Here is the result of its running on my personal device:

[Demo facial processing]

Research papers

If you use our models, please cite the following papers:

@inproceedings{savchenko2024,
  title={Device-Specific Facial Descriptors: Winning a Lottery with a SuperNet},
  author={Savchenko, Andrey V and Savchenko, Lyudmila V and Makarov, Ilya},
  booktitle={European Conference on Artificial Intelligence (ECAI) - under review},
}