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.
· JOURNAL OF APPLIED INFORMATI... · 0 citations