Extended Aff-Wild Database

The Aff-Wild database is extended by collecting videos from YouTube on which the videos have spontaneous facial expressions in the wild, annotating videos with valence and arousal ranging in [-1.0, 1.0], detecting faces in frames using FFLD2 detector and partitioning the whole data set into train, validate and test set.