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Open access Sep 2026

An IoT-enabled multimodal AI system for classifying adolescent mental states using facial, motion, and postural data

This paper presents the design, development, and evaluation of a human-centric smart mental environment that integrates internet of things (IoT)-enabled sensors and artificial intelligence (AI) for the early detection of adolescent mental health indicators. Adolescent mental health disorders, including stress, anxiety,...

M. Fikry, Ella Suzanna, Muhammad Yani et al. · 0 citations
Open access Aug 2026

Real-Time Weapon Detection and Suspect Face Capturing System Using YOLOv8

The rise of violent crimes involving sharp weapons and firearms in public spaces, including educational campuses, demands an automated real-time surveillance system to assist security personnel. This study proposes a web-based weapon detection system using YOLOv8, specifically designed to detect seven object classes: s...

Chairina Ulfa, M. Fikry, Hafizh Al Kautsar Aidilof · 0 citations

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