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Journal : Jurnal Media Informasi Teknologi

Mask Detection Using the YOLO (You Only Look Once) Method Andi, Ilham; Muchtar, Mutmainnah; Sari, Jayanti Yusmah
Jurnal Media Informasi Teknologi Vol. 1 No. 1 (2024): Februari 2024
Publisher : Digital Innovation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69616/mit.v1i1.165

Abstract

The COVID-19 pandemic has emphasized the importance of wearing masks as a preventive measure. To facilitate mask detection and ensure compliance, computer vision techniques have been widely utilized. This research aims to develop a mask detection system using the YOLO (You Only Look Once) method. YOLO is a real-time object detection method that provides accurate and efficient results. The proposed system utilizes a pre-trained YOLO model trained on a dataset comprising images of individuals with and without masks. The YOLO model can detect and locate faces, as well as differentiate between individuals wearing masks and those who are not. The method works by dividing the image into a grid and predicting bounding boxes and class probabilities for each grid cell. This approach enables real-time mask detection with minimal computational overhead. Experimental evaluations were conducted using various relevant benchmark datasets. The evaluation results demonstrate that the mask detection system using the YOLO method achieves high detection rates and fast response times. This research is expected to contribute to the effort of monitoring mask usage to control the spread of COVID-19.
The Augmented Reality-Based Company Profile Application: A Case Study on the Faculty of Engineering at Universitas Halu Oleo Rahman, Faizal Jumain; Purnama, Ika Purwanti Ningrum; Sari, Jayanti Yusmah
Jurnal Media Informasi Teknologi Vol. 2 No. 1 (2025): Februari 2025
Publisher : Digital Innovation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69616/mit.v2i1.212

Abstract

This research focuses on the development of an Augmented Reality (AR) based company profile application specifically designed for the Faculty of Engineering at Universitas Halu Oleo. The aim is to create a promotional media that is not only informative but also engaging and interactive, enhancing the faculty's marketing efforts. The application was developed to allow users to access detailed information about the faculty through 3D virtual representations and interactive features that leverage AR technology.The functionality of the application was rigorously tested using black box testing methods to ensure it operates effectively across different devices and under various user interactions. The tests included installation, operation, user interface interactions such as tapping, swiping, and scrolling, and the integration with camera functions for AR features. The results confirmed that the application is fully functional, with all features performing as expected. The AR application supports multiple device resolutions and performs optimally in diverse lighting conditions, proving its robustness and adaptability.This study demonstrates the potential of AR technology as a transformative tool for educational promotion, providing an immersive and interactive experience that can significantly enhance user engagement. The application successfully integrates practical functionality with advanced AR features, making it a valuable asset for the Faculty of Engineering at Universitas Halu Oleo in their ongoing efforts to attract new students and partners.
Co-Authors A. Muhammad Idkhan Abdul Malik Abdullah Igo BD Adha Mashur Sajiah Agum Agidtama Gafar Agus Zainal Arifin Agustinus Suria Darme Amil A Ilham Andi Baso Kaswar Andi Baso Kaswar Andi, Ilham Arafat, Arafat Arief Budiman Aryadi Nurfalaq Asih Setiyorini Asih Setiyorini Aspian Achban Assagaf, Sayyed Auliani, Andi Nur Melly Bambang Pramono Bantun, Suharsono Chastine Fatichah Daiona, Abdullah Igo Baran Darme, Agustinus Suria Dewi Hastuti Dimas Febriyan Priambodo Eva Sapitra Fandiansyah Fandiansyah Fandiansyah, Fandiansyah Fransisca J Pontoh Hafidz Muhtar Hardianti Hardianti Hasnawati Munandar Henry Praherdhiono Hestiana, Sry Idkhan, A. Muhammad Ika Purwanti Ningrum Ika Purwanti Ningrum Ika Purwanti Ningrum Ika Purwanti Ningrum Purnama Ika Purwanti Ningrum, Ika Purwanti Ika Putri Ningrum Indar Ismail Jamaluddin Ingrid Nurtanio Isnawaty Isnawaty Jayawarsa, A.A. Ketut La Ode Hasnuddin S. Sagala Linda Purnama Muri Luh Putu Ratna Sundari Mardianto Mardianto Mardianto Mardianto Moh La Andi Rais Imran Yatim Muarif, Amar Muh. Abdi Fahmi Muh. Ariyandhi Masalu Muhammad Mail Muhammad Naim Muhammad Nur Khidfi Muhammad Syaiful Muhammad Syaiful Muhtar, Hafidz Mutmainnah Muchtar Naim, Muhammad Nanik Suciati nina sularida limin Ningrum, Ika Purwanti Nirsal Nirsal Nirsal Noorhasanah Zainuddin Novriadi, Teguh Nur Fajriah Muchlis Nur Inzani Reski Amalia Nurfagra Nurfagra Nurfalaq, Aryadi Nurfitria Ningsi Phradiansah ., Phradiansah Punaji Setyosari Purnama, Ika Purwanti Ningrum Qammaddin Qammaddin R, Ranir Aftar Rabiah Adawiyah Rabiuldien Amat, Rabiuldien Rahman, Faizal Jumain Rahmat Karim Ranir Atfar R Rapa, Wiwi Rasmiati Rasyid Rendi Rendi, Rendi Reski Surya Aristika Ricky Ramadhan Rina Rembah Risnayanti Risnayanti Rizal Adi Saputra Saida Ulfa Sari, Indri Purnama Sarimuddin, Sarimuddin Sartika Sari Sartika Sari Sehan, Sahara Selviani Selviani Suci Pricilia Lestari Suharsono Bantun Suharsono Bantun Suharsono Batun Suharsono Suhar Syaban, Kharis Syahrul Syahrul Syamsuddin Teguh Novriadi Wiwi Rapa Yuwanda Purnamasari Pasrun