Continuous Interaction Data Acquisition and Evaluation

Intelligent agents need to perceive and correctly interpret the social signals of their interaction partners. In order to support the development of these skills, we establish a process of long-term data acquisition, annotation and continuous model evaluation. We facilitate automatic recording and annotation of unconstrained, multicentric interactions in a smart environment. Finally, we simplify manual ground truth annotation and allow continuous evaluation of our recognition models on a growing set of interactions.