Health and energy are two important elements of life that must be constantly monitored. In the present pre-endemic or post-pandemic age, it is critical to monitor individuals to ensure that crucial standard operating procedures, such as wearing face masks, are followed. Furthermore, any measures to reduce energy use, particularly in public buildings that are now being utilised again in the post-pandemic context, are critical. As a result, this study presents a live dashboard method for tracking both energy and face mask wear. The detection system is built on a Jetson Nano device and is then interfaced to a live dashboard to monitor people who wear masks, including those who wear them incorrectly. The observed findings for the confusion matrix and F1 score are also shown. At the same time, the suggested visual detection system is also capable of monitoring the energy use in the building where the device is mounted.
Facial Mask Detection and Energy Monitoring Dashboard Using YOLOv5 and Jetson Nano
Advances in Engineering res
Proceedings of the Multimedia University Engineering ; 2022 ; Cyberjaya and Melaka, Malaysia July 25, 2022 - July 27, 2022
Proceedings of the Multimedia University Engineering Conference (MECON 2022) ; Kapitel : 7 ; 49-57
23.12.2022
9 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch
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