Article Per Year (5 Year)
p-Index From 2020 - 2025
0.23
P-Index
This Author published in this journals
All Journal Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika)
Amirullah, Alfian Nur
Unknown Affiliation
Computer Science & IT Decision Sciences, Operations Research & Management

Published : 1 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search

 1 
Implementasi Machine Learning Dalam Sistem Keamanan Rumah Pintar Berbasis Iot Dengan Deteksi Gerakan dan Pengenalan Wajah Amirullah, Alfian Nur; Faizin, Arif
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 2 (2025): Edisi Agustus
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i2.923

Abstract

Innovation in digital-based home security systems. This study aims to design and implement a smart home security system capable of detecting motion and recognizing faces using the Convolutional Neural Network (CNN) model. The system utilizes the ESP32-CAM microcontroller and PIR sensor as main components, where captured face images are sent to a local or cloud server for classification. Test results show that the system can detect motion at an optimal distance of 4–6 meters and recognize household members’ faces with an accuracy of up to 92%. The system is also integrated with the Telegram API to send real-time notifications when unknown faces are detected. This approach proves the system to be responsive, efficient, and capable of enhancing home security automatically and adaptively according to environmental conditions.
Co-Authors Arif Faizin