Annisa Firasanti and Ade Pirmansyah and Inna Ekawati and Eki Ahmad Zaki Hamidi Implementation of Transfer Learning-based Mask Detector on Smart-Locked Door with Raspberry Pi. In: 2022 8th International Conference on Wireless and Telematics (ICWT), 21-22 Juli 2022, Yogyakarta.
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Paper Transfer Learning Prosiding IEEE.pdf Download (389kB) | Preview |
Abstract
The status of covid 19 as a pandemic by WHO has not been revoked, not even downgraded into endemic. The masks and vaccinations are still consider as “the most effective weapons” against the virus. Using masks indoors is still mandatory. This paper designed a device that turns an ordinary door into a smart door that only gives access to people who wear masks. A camera and monitor is installed in front of the exisiting door and solenoid lock is added as additional keys. TensorFlow and OpenCV on Raspberry Pi are used to detect whether someone is wearing a mask or not. Based on the test results, the effective distance of the device is 2,7 m with 98,11% accuracy
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Divisions: | Fakultas Sains dan Teknologi > Program Studi Teknik Elektro |
| Depositing User: | ST.,MT. Eki Ahmad Zaki Hamidi - |
| Date Deposited: | 22 May 2023 02:53 |
| Last Modified: | 22 May 2023 02:53 |
| URI: | https://etheses.uinsgd.ac.id/id/eprint/67395 |
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