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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Jurnal Ilmiah Informatika Komputer Jurnal Simetris Abdimas Jurnal sistem informasi, Teknologi informasi dan komputer Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Transformatika JUITA : Jurnal Informatika POSITIF Register: Jurnal Ilmiah Teknologi Sistem Informasi KLIK (Kumpulan jurnaL Ilmu Komputer) (e-Journal) Jurnal Informatika Upgris E-Dimas: Jurnal Pengabdian kepada Masyarakat Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) JIKO (Jurnal Informatika dan Komputer) InComTech: Jurnal Telekomunikasi dan Komputer Jurnal Eksplora Informatika Matrix : Jurnal Manajemen Teknologi dan Informatika JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Jurnal Pengembangan Rekayasa dan Teknologi Jurnal Sisfokom (Sistem Informasi dan Komputer) JURNAL PENGABDIAN KEPADA MASYARAKAT KOMPUTIKA - Jurnal Sistem Komputer J-Dinamika: Jurnal Pengabdian Kepada Masyarakat RANDANG TANA - Jurnal Pengabdian Masyarakat MULTINETICS JISKa (Jurnal Informatika Sunan Kalijaga) IJAIT (International Journal of Applied Information Technology) Abdimas Galuh: Jurnal Pengabdian Kepada Masyarakat Jurnal of Applied Multimedia and Networking Abdimasku : Jurnal Pengabdian Masyarakat Computer Science and Information Technologies Patria : Jurnal Pengabdian Kepada Masyarakat Jurnal Teknologi Informasi dan Komunikasi Jurnal Pengabdian Mitra Masyarakat (JPMM) Jurnal Informatika JUSIFOR : Jurnal Sistem Informasi dan Informatika Jurnal Riptek SEMINAR NASIONAL PENELITIAN DAN PENGABDIAN KEPADA MASYARAKAT Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Jurnal Sistem Informasi Galuh NERO (Networking Engineering Research Operation) International Journal of Information Technology and Business JUSTINDO (Jurnal Sistem dan Teknologi Informasi Indonesia) Jurnal DIMASTIK
Febrian Wahyu Christanto
Universitas Semarang
Agriculture, Biological Sciences & Forestry Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Transportation Other

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Journal : Computer Science and Information Technologies

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Implementation of face recognition using Python Christanto, Febrian Wahyu; Arifin, Husnul; Dewi, Christine; Prasandy, Teguh
Computer Science and Information Technologies Vol 7, No 1: March 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/csit.v7i1.p1-9

Abstract

Artificial intelligence (AI)-based technology systems are developing rapidly. Along with technological development the number of criminal cases caused by facial forgery is also growing. Cases of theft and housebreaking with fake photos are a common problem in Semarang. In 2022–2023 the number of cases of theft and housebreaking reached 372,965 with a crime risk level of 137/100,000 people. To overcome this problem the facial recognition system used in the door security system uses digital image processing. This method works by imitating how nerve cells communicate with interconnected neurons, or more precisely, how artificial neural networks function in humans. As training data, image capture and facial recognition are carried out using a webcam and the Python programming language with the TensorFlow library. The image processing algorithm uses 400 facial images with an accuracy rate of 95%. However further development is needed to improve the efficiency and accuracy of the system to produce better results.
Co-Authors Adriana . P Rahangiar Agusta Praba Ristadi Pinem Aji, Danang Setya Alauddin Maulana Hirzan Amin Abdullah Sidiq April Firman Daru Aria Hendrawan, Aria Arif Kurniawan Arifin, Husnul Astrid Novita Putri, Astrid Atmoko Nugroho Basworo Ardi Pramono Chindy Clara Edina Aprila Christine Dewi Eryan Ahmad Firdaus Faizi, Muhamad Agil Farhanudin, Muhammad Febry de Fretes Fening Kurniawan Firdaus, Dina Uzlifatul Fitrianti, Ayang Galih Setiarso Handayani, Sri Henny Indriyawati Henny Indriyawati Hondor Saragih Iman Saufik Suasana Joko Suntoro KHOFIFAH Kurniawan, Ferdian Miko Lenny Margaretta Huizen Lutfi, Maula Raditya Manurung, Jonson Maulana, Charis Mohammad Sani Suprayogi Mohammad Sani Suprayogi Mohammad Sani Suprayogi Muamaroh, Nurul Muhammad Fauzan Affandi Muthmainnah, Ihmatull Naufal Rizki, Muhammad Nora Oktavia, Nora Nugroho, Verseveranda Setyo Pamungkas, Prasetyo Adi Putri Novita Sari Putri, Sophia Justina Wijaya Rastri Prathivi Riski, Cahya Krisna Angga Rudiyanto Rudiyanto Sani Suprayogi, Mohammad Shanti Maulani Sholihul Umam Sidiq, Maulana Surono Surono Surono Surono Susanto Susanto Susanto Susanto Teguh Prasandy, Teguh Titin Winarti Titis Handayani Tuti Rohayati Vensy Vydia Vensy Vydia Victor Gayuh Utomo Whisnumurti Adhiwibowo Wicaksana, Dinar Anggit Wicaksono, Yusril Ahda Winoto, Deto Adi