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.
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DOI:
10.17148/IJARCCE.2022.11462
How to Cite:
[1] Adarsh Goswami, Abi Dogra, Anubhav Bajpai, Anish Tripathi, "Masked face recognition using single shot learning," International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE), DOI: 10.17148/IJARCCE.2022.11462
