On-device facial verification using NUF-Net model of deep learning

By Chakkrit Termritthikun, Yeshi Jamtsho and Paisarn Muneesawang.

This repository is the implementation of "On-device facial verification using NUF-Net model of deep learning" [paper] on CASIA-WebFace and VGGFace2 dataset.

Introduction

NUF-Net model is efficient CNNs for on-device processing for face detection and verification systems.

Results

Pre-trained (coming soon)

Citing NUF-Net

@article{termritthikun2019device,
  title={On-device facial verification using NUF-Net model of deep learning},
  author={Termritthikun, Chakkrit and Jamtsho, Yeshi and Muneesawang, Paisarn},
  journal={Engineering Applications of Artificial Intelligence},
  volume={85},
  pages={579--589},
  year={2019},
  publisher={Elsevier}
}