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.
The impact of driver inattention on near-crash/crash risk: An analysis using the 100-car naturalistic driving study data
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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.