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Raihan Ramadhan Hamzah

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Open access Aug 2026

Image Classification using DenseNet-121 Based on MediaPipe Face Mesh for Real-Time Drowsiness Detection

Findings indicate that the integration of MediaPipe Face Mesh and DenseNet-121 shows meaningful potential for real-time drowsiness monitoring, while also highlighting the importance of subject-independent evaluation and cross-domain generalization for reliable real-world deployment.

Raihan Ramadhan Hamzah, C. A. Sari, Eko Hari Rachmawanto et al. · 0 citations

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