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

Author

Orhan Er

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Jul 2026

AI-Driven Detection of Personal Protective Equipment Usage in Occupational Settings: Enhancing Workplace Safety

The primary objective of this study is to assess the effect of systematic dataset augmentation on the accuracy of real-time, vision-based Personal Protective Equipment (PPE) detection systems in occupational environments. The PPEDS-1000 dataset was employed, comprising 1,000 expertly annotated images across four PPE us...

Öyküm Akar, Hasan Selim, Orhan Er et al. · 0 citations

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