Effective Screening and Face Mask Detection for COVID Spread Mitigation Using Deep Learning and Edge Devices

Xishuang Dong, Lucy Nwosu, Sheikh Rufsan Reza, Xiangfang Li

Xishuang Dong et al., Internet of Things - New Insights, IntechOpen, 2024 | | https://doi.org/10.5772/intechopen.113176

PDF DOI: 10.5772/intechopen.113176

Abstract

The emergence of COVID-19 necessitated effective screening and physical safeguard detection systems. This chapter presents a comprehensive overview of COVID screening methodologies based on deep learning, with a specific focus on biomedical image processing and the detection of face masks. Furthermore, it delves into initial endeavors concerning COVID image analysis and the creation of a mobile face mask detection system designed to operate on edge devices with resource constraints.

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