Paper ID: 2205.06873

Using Augmented Face Images to Improve Facial Recognition Tasks

Shuo Cheng, Guoxian Song, Wan-Chun Ma, Chao Wang, Linjie Luo

We present a framework that uses GAN-augmented images to complement certain specific attributes, usually underrepresented, for machine learning model training. This allows us to improve inference quality over those attributes for the facial recognition tasks.

Submitted: May 13, 2022