… datasets of drivers with various facial characteristics, to be used for designing and testing
algorithms and models for yawning detection. … In the first dataset, the camera is installed under …

… A series of experiments are also conducted on YawDD benchmark and self-collected datasets…
yawning detection rates and can effectively distinguish yawning from similar facial actions. …

… yawning data sets, YawDD and NTHU-DDD, as well as a data set containing challenging
yawning … Our goal is to develop a real-time yawning detection system that is robust to object …

… LSTM for yawn detection could be found in [15]. Our proposed method for yawn detection in
… From all the videos in our dataset (YawDD and NTHU-DDD), we got a total of 1114924 non-…

… Eyes that are closed or blinking excessively, yawning, nodding, and occlusion are all key …
the YawDD dataset to detect and examine the extent of drowsiness depending on the yawning …

… YAWDD dataset that contains 322 subjects to show that our model presents a promising
framework to accurately detect … We evaluate the proposed model using the YawDD datasets [17]…

… разметки наборов данных YawDD и Kaggle Drowsiness Dataset. Разработанная модель
… , сформированной набором данных YawDD: Yawning Detection Dataset. Данная схема …

… in ImageNet dataset and State Farm Distracted Driver Detection dataset, which belongs to
a kaggle competition and then finetuned on yawning detection dataset (YawDD) video dataset …

… the yawning and FOM (Flexing Frequency), the fatigue degree of the driver is decided. In this
study, in addition to the YawDD [26], Nthu-DDD [27] data sets … training, data sets are divided …

… for detecting drowsiness. We have used the Closed Eye in the Wild dataset (CEW) and Yawing
Detection Dataset (YawDD). … Yawning detection dataset is a video dataset recorded by a …