BabyRobot Emotion Database (BRED)

BabyRobot Emotion Database (BRED)

This dataset includes extracted data from videos of children performing emotions. The dataset has a total of 215 samples and includes:

• Skeletons extracted by OpenPose.
• Facial landmarks extracted by the [OpenFace toolkit](OpenFace toolkit)
• Features extracted by a ResNet 50 network pretrained in the AffectNet database. Features are in PyTorch format.
• Annotations by three different annotators. The annotations are hierarchical and apart from the ground truth emotion, denote if the child used its body and/or face for performing the emotion.
• Note that there is an error in the annotations.csv file. Replace "spontaneous" in the path with "game" and "acted" with "pre-game" to get the correct paths.

We also provide the code on Github. The accompanied paper can be found on arXiv.