Volume: 1 Issue: 1
Year: 2024, Page: 11-14,
Received: Feb. 9, 2024 Accepted: April 27, 2024 Published: May 18, 2024
The Internet of Things (IoT) is a field that has been utilized to enable remote monitoring and control of home appliances. Automated system is required to develop to save a life of every individual and to stop spread of disease. In this paper real time implementation of face mask and temperature detection system implemented using Raspberry Pi 3 along with some additional features such as servo motor controlled door opening. For face mask recognition, deep leaning methodology used. The Convolution Neural Network is used for detection of face mask. If a face mask is worn and the temperature is below the designated threshold, the door will be unlocked. Conversely, if a face mask is not worn or the temperature exceeds the threshold, a buzzer will sound. The proposed system successfully achieves the results for precision 98% and recalls 99% values.
Keywords: Precautionary Screening for Covid-19
MMD. Intelligent Video Surveillance System based on Wavelet Transform and Support Vector Machine. International Journal of Scientific Development and Research. 2022;7:401–404. Available from: https://doi.org/10.5120/7419-0453
Shinde M, Sukhadare T, Vaidya S, Kalyankar M. Face Mask Detection Alert System using Raspberry Pi. International Research Journal of Engineering and Technology. 2021;08:3020–3022. Available from: https://www.irjet.net/archives/V8/i4/IRJET-V8I4560.pdf
Balachandar V. COVID-19: emerging protective measures”. European Review for Medical and Pharmacological Sciences. 2020;24:3422–3425. Available from: https://doi.org/10.26355/eurrev_202003_20713
Ndiaye M, Oyewobi SS, Abu-Mahfouz AM, Hancke GP, Kurien AM, Djouani K. IoT in the Wake of COVID-19: A Survey on Contributions, Challenges and Evolution. IEEE Access. 2020;8:186821–186839. Available from: https://doi.org/10.1109/ACCESS.2020.3030090
Pramila J, Shewta P. Wireless Temperature detector System using ARDUINO and IOT. International Journal of Computer Trends and Technology. 2019;67:82–83. Available from: https://doi.org/10.14445/22312803/IJCTT-V67I11P113
Viola P, Jones M. Rapid object detection using a boosted cascade of simple features. In: Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001. (pp. 1-9) IEEE Comput. Soc. 2001.
© 2024 Deshpande et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Deshpande M, Chavan P, Kamathe R, Joshi K, Ankolekar S, Bhusari K, Bhagat A. (2024). Precautionary Screening for Covid-19. International Journal of Electronics and Computer Applications. 1(1): 11-14.