Covid-19 Mask Detector Based on YOLO and MATLAB

Haposan Yoga Pradika Napitupulu, Dodi Sudiana

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Coronavirus Disease 2019, known as Covid-19 has spread in the world for the past three years. Even though it has been three years, the pandemic has not over yet, some people are still infected despite the have already vaccinated. Coronavirus is the virus which responsible for the disease can spread rapidly. To stop human-to-human transmission of the virus, WHO and Government urged people to wear the protective equipment such as mask. However, some people are reluctant to wear them, it can cause coronavirus spread and make some people get infected. In this paper, we developed a system to detect people who wearing mask or who not wearing mask. The system is divided into three sub system, the first one is to detect people who wearing mask or who not wearing mask on picture, the second one is to detect people who wearing mask or who not wearing mask on video, and the last one is to detect people who wearing mask or who not wearing mask via web cam (video real-time). The program can detect person who wear several types of masks, including light and dark masks with accuracy 92,8523%. The system was developed based on YOLO and MATLAB.

Original languageEnglish
Title of host publicationICCoSITE 2023 - International Conference on Computer Science, Information Technology and Engineering
Subtitle of host publicationDigital Transformation Strategy in Facing the VUCA and TUNA Era
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages200-205
Number of pages6
ISBN (Electronic)9798350320954
DOIs
Publication statusPublished - 2023
Event2023 International Conference on Computer Science, Information Technology and Engineering, ICCoSITE 2023 - Jakarta, Indonesia
Duration: 16 Feb 2023 → …

Publication series

NameICCoSITE 2023 - International Conference on Computer Science, Information Technology and Engineering: Digital Transformation Strategy in Facing the VUCA and TUNA Era

Conference

Conference2023 International Conference on Computer Science, Information Technology and Engineering, ICCoSITE 2023
Country/TerritoryIndonesia
CityJakarta
Period16/02/23 → …

Keywords

  • COVID-19
  • Detector
  • Mask
  • MATLAB
  • YOLO

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