Interpretable Explainability in Facial Emotion Recognition and Gamification for Data Collection. (arXiv:2211.04769v1 [cs.CV])

Training facial emotion recognition models requires large sets of data and
costly annotation processes. To alleviate this problem, we developed a gamified
method of acquiring annotated facial emotion data without an explicit labeling
effort by humans. The game, which we named Facegame, challenges the players to
imitate a displayed image of a face that portrays a particular basic emotion.
Every round played by the player creates new data that consists of a set of
facial features and landmarks, already annotated …

arxiv collection data data collection emotion explainability gamification