The dataset furthermore contains a large number of person orientation annotations (over 211200).  We furthermore study the effect of the training set size, the dataset diversity (day- vs. night-time, geographical region), the dataset detail (i.e. availability of object orientation information) and the annotation quality on the detector performance. 
THERM