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The Role of InceptionV3 as Real-time Facemask Detection in the Health, Social, and Economic Fields During the COVID-19 Pandemic Amal Khairan; Muhammad Fhadli
Budapest International Research and Critics Institute-Journal (BIRCI-Journal) Vol 5, No 2 (2022): Budapest International Research and Critics Institute May
Publisher : Budapest International Research and Critics University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33258/birci.v5i2.5381

Abstract

The corona virus disease 2019 (COVID-19) pandemic has made all activities in human life run at a slower tempo, whereas humans are used to super-fast changes. In the health sector, the pandemic places a huge burden on the health system, including hospitals. While, economically, supply chain and production are disrupted, and the tourism industry dies. From the social side, the existence of social distancing puts psychological pressure on the community. Finally, various ways are used to support human life during this pandemic, including utilizing artificial intelligence or known as AI. One of the popular AI applications to be developed during this pandemic is facemask detection used in public areas. Therefore, in this study, the author tries to develop a facemask detector that could detect the use of masks in real time. The research aims to analyze the role of inceptionV3 as real-time facemask detection in the health, social, and economic fields. As a result, the author got 97% accuracy which is much higher than using vanilla convolutional neural network or known as CNN. The existence of the COVID-19 pandemic has had a tremendous impact on almost all people in the world, not least in Indonesia where the Ministry of Health and the relevant Government have issued health protocols to minimize exposure caused by the COVID-19 pandemic. There needs to be an inspection of masks, where the role of inceptionV3 as real-time facemask detection is to help monitor social activities such as weddings, celebrations, entertainment, and so on. Implement inceptionV3 as real-time facemask detection which helps the economic process, for example in traditional markets, which are free to transact if they wear masks, and strict action will be taken against those who do not wear masks
Pembuatan E-Learning sebagai Media Pembelajaran di SMK Muhammadiyah Halmahera Barat Alfanugrah A. Hi Usman; Salkin Lutfi; Muhammad Fhadli
Svarga Pena : Jurnal Pengabdian Kepada Masyarakat Vol. 2 No. 1 (2025): Svarga Pena : Jurnal Pengabdian Kepada Masyarakat
Publisher : Universitas Veteran Bangun Nusantara Sukoharjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/svargapena.v2i1.70

Abstract

One form of development of Information Technology (IT) in the world of education is the change in the order of the learning process from the conventional direction towards learning that can be carried out without geographical boundaries or what is known as E-learning. E-learning offers a learning concept that does not know place and time, where students can access it anytime and anywhere. This Community Service (PKM) aims to provide an E-Learning information system that can be used by all levels of schools.. The learning process at West Halmahera Muhammadiyah Vocational School is still conventional and the assignment collection process only uses email and WhatsApp so the assignment collection process is less effective. With E-Learning, it is hoped that it can become a medium for teachers and students to carry out a better learning process. Data collection methods were carried out by interviews, observations and literature reviews of related research. In building the e-learning system, the programming language used is PHP and MySQL as the database. With the e-system method. Learning can foster intensity between teachers and students and make it easier to obtain learning materials anywhere and without space and time limitations
Pembuatan Aplikasi Buku Tamu Berbasis Website di Kelurahan Afa-Afa Alfanugrah A. Hi Usman; Muhammad Fhadli; Abdul Mubarak; Mustamin Hamid
SAFARI :Jurnal Pengabdian Masyarakat Indonesia Vol. 2 No. 4 (2022): Oktober : Jurnal Pengabdian Masyarakat Indonesia
Publisher : BADAN PENERBIT STIEPARI PRESS

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (245.139 KB) | DOI: 10.56910/safari.v2i4.169

Abstract

The guest book is an important thing that is used to record visitor data at the Afa-afa sub-district office which aims to find out who is visiting and the purpose and purpose of the visit. The results of observations, it was found that until now the process of recording guest books in the afa-afa village is still conventional and is done manually using paper so that archiving and documents that have been recorded are often lost and irregular. Based on the existing problems, through this community service, a guest book website will be created which can make it easier to record every visit to the Afa-Afa village office and make visit data safer. The output target in community service is the existence of a service journal and a website that can be used by the afa-afa village.