Masked face recognition using single shot learning

Abstract: In this study, we used deep learning techniques to recognize the face using only a single image instance for training. Model can also recognize faces under masks and other occlusions. We used a Siamese neural network to implement one shot learning to overcome the problem of data availability.

Keywords: One Shot Learning, Siamese Neural Network, Generative Adversarial Networks, Face Recognition.