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NTHU-DDD: Driver Drowsiness Dataset The National Tsing Hua University Drowsy Driving Dataset (NTHU-DDD) is a publicly available video dataset designed to benchmark the detection of driver drowsiness under diverse, quasi-realistic driving conditions