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.
| DOI: 10.17148/IJARCCE.2022.11462