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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Haruna Musa

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Open access Aug 2026

Real-Time Safety Helmet and Vest Compliance Detection Using YOLOv8 with Web-Based Monitoring and Telegram Alerts

Workplace safety remains a critical concern in high-risk industrial sectors due to frequent non-compliance with Personal Protective Equipment (PPE) regulations. This study aims to develop and evaluate a real-time, web-based system for automatically detecting compliance with two essential PPE items, safety helmets and s...

Muhammad Rijal, Muh. Erdin, Haruna Musa · 0 citations

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