Design and Construction of a Storage Box with Facial Recognition for Authentication

Andika Julian Pratama; Abdullah Hanif; Irwansyah

doi:10.59934/jaiea.v6i1.2704

Authors

Andika Julian Pratama Politeknik Negeri Samarinda
Abdullah Hanif Politeknik Negeri Samarinda
Irwansyah Politeknik Negeri Samarinda

DOI:

https://doi.org/10.59934/jaiea.v6i1.2704

Keywords:

ESP32-CAM, Solenoid, Relay, Facial Recognition, Storage Box.

Abstract

Conventional storage box systems still rely on physical keys that are prone to being lost. This study aims to design a smart storage box system based on facial recognition to enhance security and efficiency. The approach utilizes an ESP32-CAM module integrated with the Haar Cascade method for real-time face detection. The system's operation involves stages of face detection, feature extraction, and database matching. Upon successful authentication, the solenoid lock opens automatically; conversely, access is denied if the face is unrecognized. Testing on 30 facial image samples demonstrated a 100% success rate under normal lighting conditions. Additionally, the system recorded an average response time of one second for the lock to open. It can be concluded that the system operates stably and effectively as a keyless security alternative for storage boxes.

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References

M. Jannah, M. Faris Hidayat, M. Agustiyyani, P. Wira Buana, and F. Purwani, “IMPLEMENTASI AUTENTIKASI BIOMETRIK UNTUK MENINGKATKAN KEAMANAN DAN PRIVASI PENGGUNA DOMPET DIGITAL,” Journal of Scientech Research and Development, vol. 6, no. 2, 2024, [Online]. Available: https://idm.or.id/JSCR/index.php/JSCR

T. Susim, C. Darujati, and I. Artikel, “PENGOLAHAN CITRA UNTUK PENGENALAN WAJAH (FACE RECOGNITION) MENGGUNAKAN OPENCV,” Jurnal Syntax Admiration, vol. 2, no. 3, 2021.

A. Rianto, “Penerapan Pengenalan Wajah dengan Algoritma Viola-Jones Artificial Intelligence Berbasis Internet of Things Menggunakan ESP32-CAM,” Jurnal FORTECH, vol. 5, no. 1, pp. 48–57, Jun. 2024, doi: 10.56795/fortech.v5i1.5107.

N. Andini, R. Taufiq, D. Y. Priyanggodo, and Y. Sugiyani, “PENGGUNAAN METODE PROTOTYPE PADA PENGEMBANGAN SISTEM INFORMASI IMUNISASI POSYANDU,” JIKA (Jurnal Informatika), vol. 7, no. 4, p. 431, Nov. 2023, doi: 10.31000/jika.v7i4.9329.

A. Ipanhar, T. K. Wijaya, and P. Gunoto, “PERANCANGAN SISTEM MONITORING PINTU OTOMATIS BERBASIS IOT MENGGUNAKAN ESP32-CAM,” Sigma Teknika, vol. 5, no. 2, pp. 333–350, 2022.

Ayang Alvin Agachi, “Implementasi Sistem Pengenalan Wajah Menggunakan Esp32-Cam Sebagai Pengaman Pada Kunci Pintu Kotak Amal Otomatis,” 2025.

M. Kelvin Difa and J. Endri, “Implementasi Sistem Pengenalan Wajah Sebagai Automatic Door Lock Menggunakan Modul ESP32 CAM,” PATRIA ARTHA Technological Journal •, vol. 5, 2021.

E. Octavia, R. Dijaya, A. Eviyanti, and N. L. Azizah, “Rancangan Bangun Sistem Keamanan Rumah Kost Berbasis IoT dengan ESP32-Cam,” Indonesian Journal of Applied Technology, vol. 1, no. 3, p. 16, Jul. 2024, doi: 10.47134/ijat.v1i3.3073.