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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
Kenari: Meningkatkan Omzet Dengan Digital Marketing Terkini Saiful Do. Abdullah; Muhammad Ridha Albar; Amal Khairan; Siti Hadjar A. Rahman; Andini Banuri
Cakrawala: Jurnal Pengabdian Masyarakat Global Vol. 3 No. 2 (2024): Cakrawala: Jurnal Pengabdian Masyarakat Global
Publisher : Universitas 45 Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30640/cakrawala.v3i2.2524

Abstract

The community service program “KENARI: Increasing Turnover with Latest Digital Marketing” in Kayu Merah Village, Ternate City, aims to improve the understanding and application of digital marketing in the community. Through the KENARI (Kenali Adaptasi Realisasi) approach, this program provides socialization, practical guidance, and mentoring to help the community utilize social media in digital marketing. The stages include problem identification, adaptation of digital marketing solutions, and realization of marketing strategies. Target outputs include a socialization video, a service journal, and publications in local mass media. The implementation methods include problem identification, preparation of mentoring materials, socialization and coordination with the community, implementation of mentoring and socialization, and monitoring and evaluation of implementation. The implementation schedule and location map of target partners are also presented to support the success of this program.
Sosialisasi Pengenalan dan Pemanfaatan Teknologi Artificial Intelligence (AI) untuk Memberdayakan Masyarakat Samo Gane Barat, Kabupaten Halmahera Selatan Syarifuddin N. Kapita; Amal Khairan; Alfanugrah A. Hi. Usman
Natural: Jurnal Pelaksanaan Pengabdian Bergerak bersama Masyarakat. Vol. 3 No. 3 (2025): Agustus : Natural: Jurnal Pelaksanaan Pengabdian Bergerak bersama Masyarakat
Publisher : Asosiasi Riset Ilmu Kesehatan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/natural.v3i3.1718

Abstract

Limited knowledge and utilization of digital technology in the fisheries and plantation sectors remains a major obstacle for the people of Samo Village, South Halmahera Regency, the majority of whom work as fishermen and farmers. This results in low productivity, limited access to information, and less than optimal development of micro-enterprises based on local potential. This community service activity aims to introduce and train the use of Fishbrain, Plantix, and ChatGPT applications relevant to local community needs. The activity implementation method includes three main stages: the preparation phase, which involves coordination with village officials and the development of training materials; the implementation phase, which involves socialization and hands-on training; and the evaluation phase, which involves discussions, reflections, and Q&A sessions with participants. The results of the activity demonstrated a significant increase in participants' understanding and skills in utilizing digital technology. The Fishbrain application has been proven to assist fishermen in determining more potential fishing locations based on global community data, while Plantix is ​​useful in detecting plant diseases, providing treatment recommendations, and increasing crop yields. Meanwhile, ChatGPT is used by the community as a virtual assistant to support information searches, innovation ideas, product marketing strategies, and digital-based small business planning. The participants' enthusiasm was evident in their active involvement throughout the training, their eagerness to try the applications independently, and their ability to repeat the three applications' core functions. In conclusion, this training activity not only broadened the community's digital knowledge and skills but also encouraged a shift in mindset toward utilizing technology as a means to improve well-being. With the knowledge gained, the Samo Village community is expected to be more adaptive to technological developments, enabling the sustainable development of the fisheries, plantations, and local micro-enterprises sectors.