YawDD+ frame-level annotations improve yawn classification to 99.34% accuracy and detection to 95.69% mAP on Jetson hardware compared to video-level labels.
Real-time driver fatigue detection system with deep learning on a low-cost embedded system.Microprocessors and Microsystems, 99:104851
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
YawDD+: Frame-level Annotations for Accurate Yawn Prediction
YawDD+ frame-level annotations improve yawn classification to 99.34% accuracy and detection to 95.69% mAP on Jetson hardware compared to video-level labels.