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Shravani Suresh Kutal, P. A. Sawant, Dr. H. B. Jadhav

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#diffusion models Open access Oct 2026

AI-Based Driver Drowsiness Detection Using Image Enhancement and Swin Transformer

This study introduces a smart system designed to detect driver drowsiness in real time, focusing mainly on checking whether a driver's eyes are closed for an unusually long period. While conventional AI image detection methods (like standard CNNs) often fail when faced with poor lighting, motion blur, noisy images, or...

Shravani Suresh Kutal, P. A. Sawant, Dr. H. B. Jadhav · 0 citations

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