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All Journal Kajian Pendidikan & Akuntansi Indonesia JURNAL SISTEM INFORMASI BISNIS Jurnal Pengajaran MIPA Biota: Jurnal Ilmiah Ilmu-Ilmu Hayati PIKSEL : Penelitian Ilmu Komputer Sistem Embedded and Logic Pendidikan Matematika Prosiding SNATIF Nurani: Jurnal Kajian Syariah dan Masyarakat Global Medical and Health Communication ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Jurnal Ampere ITEj (Information Technology Engineering Journals) PAUDIA: JURNAL PENELITIAN DALAM BIDANG PENDIDIKAN ANAK USIA DINI JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING IT JOURNAL RESEARCH AND DEVELOPMENT Indonesian Journal of Artificial Intelligence and Data Mining Journal of Teaching and Learning in Elementary Education Biosaintifika: Journal of Biology & Biology Education Jurnal RESISTOR (Rekayasa Sistem Komputer) JURIKOM (Jurnal Riset Komputer) AMALIAH: JURNAL PENGABDIAN KEPADA MASYARAKAT EDUMATIC: Jurnal Pendidikan Informatika Building of Informatics, Technology and Science Jurnal Ilmiah Permas: Jurnal Ilmiah STIKES Kendal Jurnal Idiomatik: Jurnal Pendidikan Bahasa dan Sastra Indonesia JOURNAL LA MEDIHEALTICO Jurnal Perak Malahayati : Pengabdian Kepada Masyarakat Journal of Technology and Informatics (JoTI) INDONESIAN JOURNAL OF HEALTH Jurnal Hukum Jurisdictie Jurnal Kesehatan Abdurrahman SJEE (Scientific Journals of Economic Education) PMSDU Jurnal Multidisipliner Kapalamada IEB: Journal of Islamic Economics and Business
Aryanti Aryanti
Centre for Isotopes and Radiation Application, BATAN, Indonesia
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Journal : Journal of Technology and Informatics (JoTI)

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Sistem Pengenalan Wajah Real-Time Menggunakan YOLOv7 untuk Akses Gedung TVRI Palembang Berbasis Web Kyara, Fatia Salsabilla; Aryanti, Aryanti; Halimatussa'diyah, R.A.
Journal of Technology and Informatics (JoTI) Vol. 7 No. 2 (2025): Volume 7 Number 2 October 2025 (In Press)
Publisher : Universitas Dinamika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37802/joti.v7i2.1063

Abstract

The development of information and communication technology today has had a significant impact on various aspects of life, including in the field of security. The use of face recognition is one of the facial recognition techniques, where the results of the camera capture will be matched with photos or facial curve textures that already exist in the database. The system is widely applied using various methods and artificial intelligence, one of which is YOLO (You Only Look Once). The purpose of this study is to design, develop, and identify challenges in implementing a real-time facial recognition system using web-based YOLOv7 that can detect the faces of people entering the TVRI Palembang building, then photos and times when a person's face is not detected will be stored in the database. The data used comes from literature studies, data collection obtained from photos of TVRI television station employees' faces, software design with technology selection, user interface design, and algorithm structures that will be used. After going through these stages, a system implementation was carried out for the application of the system and analysis of the data results obtained. The results showed that the face detection system using YOLOv7 showed very good performance. In 100 training epochs, the system achieved 96,6% face detection accuracy and 90% face recognition accuracy, successfully identifying almost all registered faces and detecting faces in real time. This system produces high accuracy in detecting faces and almost all faces that should be recognized are successfully detected.
Co-Authors AA Sudharmawan, AA Adhi Nugraha Agustini, Anisa 'A Akifah Fakhira, Dhia Al Hafiizh, Erwin Alimuddin, Tri Herdian Syah Andoko Andoko, Andoko Angelina, Fifteen Anggeriani, Rini Anggraini, Nur Septi Anugrah, Aninditya Putri Asrafi, Ibnu Asriyadi Asriyadi Basri, Syamsuriana Ciksadan, Ciksadan Daeng Kanang, Indah Lestari Daviana, Feriska Putri Desiana, Lidia Desvi Wahyuni Dwiyanti, Julita Dyah Utari Yusa Wardhani Efridani Lubis Elliya, Rahma Emilia Hesti Endri, Jon Ernawati Ernawati Fadli, Irwan Fatin, Muhammad Hanif Fazarrudin, Muhammad Fitrawahyudi, Fitrawahyudi FITRIYANTI, RAMADHINA Gibtiah Gibtiah H., Rahmawati Haksa, Febrina Rosadah Halimatussa'diyah, R.A. Harahap, Adhelia Febriasari Ikhthison Mekongga Imansyah, Muhammad Ince Nasrullah Indah Dwi Sartika Intan Handayani, Sri Irma Salamah Ishak Ishak Ismail Suardi Wekke Ita Dwimahyani K, Umi Rohmayati Khaerani, Khaerani Kurniyanti, Novia Kyara, Fatia Salsabilla Laila, Nazmy Noor Lamdayani, Rinda Larasati, Woro Endah Lindawati , Lindawati Lindawati Lindawati Lubis, Abdillah Makmun, Armanto Maya, Sri Meike Rachmawati Meitasari, Vina Meitasari, Vina Melati, Rina Mustaziri Nesyana, Nesyana Novelasari, Novelasari Noviansyah, Noer Ramadhon Nurhadiva, Siti Salwa Nurhajar Anugraha Nuzirwan Acang Permadi, Yan Pramawati, Anita Putri, Alda Nabila Putri, Nurhaliza Aulia Rachmania, Rachmania Rahmi Rahmi Ramayanti, Tariza Putri Retno Wulandari Rilyani, Rilyani Rini Marwati Riska Wandini, Riska Riswandi, Akmal Rizka, Mahda Robian, Rian Rohmad Adi Yulianto Rosyada, Rosyada Sabila Utami, Meisyah Sakti, Irma Saleh, Ahmad Muzawwir Sari, Diah Novita Sari, Lia Dian Sari, Yona Sarjana Sarjana Setiawati Setiawati Silvia, Eka Sitti Aisyah Sopian Soim Sopian Soim, Sopian Suci, Yuni Selvita Sugeng, Santoso Sutedja, Lenny Tely, Aristo Tiara Fatrin Titin Apriyani Tri Muji Ermayanti Trismiana, Eka Triyoso, Triyoso Umari, zuul fitriani Utami, Pertiwi Nurul Wibowo, Muhamad Arya Al Ghifari Wida Purbaningsih Wijaya, Tommy Tanu Wulandari, Afifah Yordan Hasan, Yordan Yulia Hapsari Yulia Haryono Zhafarina, Imas Ning