The work presented in this demo, explores the enhancement of the data collection and data annotation processes via gamilication. For the use case of Hand Tracking (HT) and Gesture Recognition (GR) we have created an Augmented Reality (AR) and Virtual Reality (VR) application that implements both the collection and annotation task. Similar to other popular "Simon Says" games such as Guitar hero, the game versions of the app were easily understood and used by users. Based on previous results, the game versions were widely adopted by the users because of their novelty and entertainment value.