Using Augmented Face Images to Improve Facial Recognition Tasks

Shuo Cheng, Guoxian Song, Wanchun Ma, Chao Wang, Linjie Luo

Abstract: 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.