Article Per Year (5 Year)
p-Index From 2021 - 2026
0.23
P-Index
This Author published in this journals
All Journal Jurnal Pengabdian Masyarakat dan Riset Pendidikan
Pratama, Muhammad Adrian Eka
Unknown Affiliation
Humanities Education Languange, Linguistic, Communication & Media Mathematics Other

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

Found 1 Documents
Search

 1 
Prediksi Tingkat Kesehatan Mental Pelajar Menggunakan Algoritma C4.5 Berbasis Knime Analytics Platform: Penelitian Sinulingga, Clarence; Tamami, Cholil; Maulana, Ahmad Gibran Al Ayubbi; Aulia, Shafarani; Pratama, Muhammad Adrian Eka; Dinovsyach, Muhammad Zidane
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4957

Abstract

The development of Artificial Intelligence technology in the field of facial image processing has encouraged the emergence of various methods for automatically analyzing human attributes. This study implements the DeepFace and OpenCV libraries to detect faces and predict age and gender based on human facial images. DeepFace provides integration with various pre-trained models such as VGG-Face, OpenFace, and DeepID so that the analysis process can be carried out without retraining. This study uses several stages starting from image upload, face detection, facial attribute analysis, and visualization of the prediction results. From the tests conducted, the system successfully identified faces stably and provided relatively accurate age and gender estimates, especially in images with sufficient lighting and frontal facial poses. The results of this study indicate that DeepFace can be used as a practical solution in the development of facial image-based biometric systems.
Co-Authors Aulia, Shafarani Dinovsyach, Muhammad Zidane Maulana, Ahmad Gibran Al Ayubbi Sinulingga, Clarence Tamami, Cholil