A dataset of videos, recorded by an in-car camera, of drivers in an actual car with various facial characteristics (male and female, with and without glasses/sunglasses, different ethnicities) talking, singing, being silent, and yawning. It can be used primarily to develop and test algorithms and models for yawning detection, but also recognition and tracking of face and mouth. The videos are taken in natural and varying illumination conditions. The videos come in two sets, as described next: 

Dataset Files

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[1] Shabnam Abtahi, Mona Omidyeganeh, Shervin Shirmohammadi, Behnoosh Hariri, "YawDD: Yawning Detection Dataset", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/e1qm-hb90. Accessed: Aug. 11, 2022.
@data{e1qm-hb90-20,
doi = {10.21227/e1qm-hb90},
url = {http://dx.doi.org/10.21227/e1qm-hb90},
author = {Shabnam Abtahi; Mona Omidyeganeh; Shervin Shirmohammadi; Behnoosh Hariri },
publisher = {IEEE Dataport},
title = {YawDD: Yawning Detection Dataset},
year = {2020} }
TY - DATA
T1 - YawDD: Yawning Detection Dataset
AU - Shabnam Abtahi; Mona Omidyeganeh; Shervin Shirmohammadi; Behnoosh Hariri
PY - 2020
PB - IEEE Dataport
UR - 10.21227/e1qm-hb90
ER -
Shabnam Abtahi, Mona Omidyeganeh, Shervin Shirmohammadi, Behnoosh Hariri. (2020). YawDD: Yawning Detection Dataset. IEEE Dataport. http://dx.doi.org/10.21227/e1qm-hb90
Shabnam Abtahi, Mona Omidyeganeh, Shervin Shirmohammadi, Behnoosh Hariri, 2020. YawDD: Yawning Detection Dataset. Available at: http://dx.doi.org/10.21227/e1qm-hb90.
Shabnam Abtahi, Mona Omidyeganeh, Shervin Shirmohammadi, Behnoosh Hariri. (2020). "YawDD: Yawning Detection Dataset." Web.
1. Shabnam Abtahi, Mona Omidyeganeh, Shervin Shirmohammadi, Behnoosh Hariri. YawDD: Yawning Detection Dataset [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/e1qm-hb90
Shabnam Abtahi, Mona Omidyeganeh, Shervin Shirmohammadi, Behnoosh Hariri. "YawDD: Yawning Detection Dataset." doi: 10.21227/e1qm-hb90