A Hybrid ROI Extraction Approach for Mask and Unmask Facial Recognition System using Light-CNN
Ahmed Ahmed,
Faris S. Alghareb
Abstract:In recent years, deep learning-based algorithms have been immensely employed and tested in a variety of real-world applications. The efficacy of such algorithms has been thoroughly examined in a practical setting. In this paper, CNN-based deep learning approaches are utilized to recognize faces in real-time to identify faces with and without mask. We employ pre-trained algorithms (YOLOv2 and SSD) to identify people wearing a face mask, which enables a machine to perform recognition tasks while evolving through… Show more
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