  In this paper we describe our approach to the arousal and valence track of
the 3rd Workshop and Competition on Affective Behavior Analysis in-the-wild
(ABAW). We extracted facial features using OpenFace and used them to train a
multiple output random forest regressor. Our approach performed comparable to
the baseline approach.
