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All Journal Kajian Pendidikan & Akuntansi Indonesia JURNAL SISTEM INFORMASI BISNIS Jurnal Teliska 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 APPLIED INFORMATICS AND COMPUTING Journal of Teaching and Learning in Elementary Education Jurnal Ekonomi Integra Biosaintifika: Journal of Biology & Biology Education Jurnal Teknologi Sistem Informasi dan Aplikasi Jurnal RESISTOR (Rekayasa Sistem Komputer) JURIKOM (Jurnal Riset Komputer) MIND (Multimedia Artificial Intelligent Networking Database) Journal 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 Community Development Journal: Jurnal Pengabdian Masyarakat Indonesian Journal of Global Health research 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 Ar-Raihanah: Jurnal Pendidikan Islam Anak Usia Dini Innovative: Journal Of Social Science Research SJEE (Scientific Journals of Economic Education) PMSDU Jurnal Multidisipliner Kapalamada Wistara: Jurnal Pendidikan Bahasa dan Sastra Al-Hijrah: Journal of Islamic Economics and Banking 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): Vol. 7 N. 2 (2025)
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 Agung, Muhammad Zakuan Agustini, Anisa 'A Aini, Apriyanti Akifah Fakhira, Dhia Al Hafiizh, Erwin Alimuddin, Tri Herdian Syah Aliudin Aliudin Amilda Amilda Andoko Andoko, Andoko ANDREANSYAH, DIMAS Angelina, Fifteen Anggraini, Nur Septi Anugrah, Aninditya Putri Aprilia, Nadya APRILIANI, DEFINA Ar-Rassya, M.Nabil Asrafi, Ibnu Asriyadi Asriyadi Atika, Nyimas Basri, Syamsuriana Ciksadan, Ciksadan Daeng Kanang, Indah Lestari Daviana, Feriska Putri Desiana, Lidia Desvi Wahyuni DWI RAMADHANI Dwiyanti, Julita Dyah Utari Yusa Wardhani Efridani Lubis Elliya, Rahma Emilia Hesti Endri, Jon Epriyani, Merita Ernawati Ernawati Fadli, Irwan Fahrezi, M. Vilza Raihan Fahrozy, Dimas Iqbal Farrel Akbar, Jonathan Fatin, Muhammad Hanif Fazarrudin, Muhammad Febriyanti, Valentina Fitrawahyudi, Fitrawahyudi FITRIYANTI, RAMADHINA Gibtiah Gibtiah H., Rahmawati Haksa, Febrina Rosadah Halimatussa'diyah, R.A. Halimatussa’diyah, R. A. Handoko, Ridwan Harahap, Adhelia Febriasari Hilda Hilda Ikhthison Mekongga Imansyah, Muhammad Ince Nasrullah Indah Dwi Sartika Intan Handayani, Sri Irma Salamah Iryani, Nanda Ishak Ishak Ismail Suardi Wekke Ita Dwimahyani K, Umi Rohmayati Kasmawati Khaerani, Khaerani Khairunnisa Khairunnisa Kurniyanti, Novia Kyara, Fatia Salsabilla Laila, Nazmy Noor Lamdayani, Rinda Larasati, Woro Endah Lindawati , Lindawati Lindawati Lindawati Lubis, Abdillah Luna Pasha, Kayla Makmun, Armanto Malinda, Threa Maya, Sri Meike Rachmawati Meitasari, Vina Meitasari, Vina Melati, Rina Mia, Salmia Mustaziri Nabila, Nabila Nasrullah, Ince Nesyana, Nesyana Novelasari, Novelasari Noviansyah, Noer Ramadhon Nurhadiva, Siti Salwa Nurhajar Anugraha Nuzirwan Acang Palpa, Clara Alcahya Permadi, Yan Pramawati, Anita Purwani, Rani Putri, Alda Nabila Putri, Chairunnissa Putri, Nurhaliza Aulia Putri, Vivi Dwi PUTRI, WULAN ZAHRA Rachmania, Rachmania Rahmi Rahmi Ramayanti, Tariza Putri Resti Ardiansyah, Noval Retno Wulandari Rilyani, Rilyani Rini Anggeriani Rini Marwati Riska Wandini, Riska Riswandi, Akmal Rizka, Mahda Robian, Rian Rohmad Adi Yulianto Rosyada, Rosyada Sabila Utami, Meisyah Sakti, Irma Saleh, Ahmad Muzawwir Saputri, Kirana Assyifa 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 Suryanti, Yuli Sutedja, Lenny Syafitri, Dhea Syamsiar, Syamsiar 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 Wijayanti, Adhika Wulandari, Afifah Yordan Hasan, Yordan Yulia Hapsari Yulia Haryono Zhafarina, Imas Ning