unibuc-cs/Action2MotionBehavior

基于情绪的数据集，包含来自布加勒斯特大学数学与计算机科学学院的30名学生拍摄的自己表达六种基本情绪（愤怒、厌恶、恐惧、快乐、悲伤、惊讶）的视频。该数据集的特征提取用于动作到运动（A2M）任务。特征提取目录包含从每个视频中提取的关节和姿势，遵循SMPL和SMPL-X格式，并带有标签（0-5对应愤怒到惊讶）。模型训练目录包含使用特征提取目录中的特征（不包括SMPL-X特征）从头开始训练的模型。

Emotion-based dataset containing videos of 30 students from the Faculty of Mathematics and Computer Science, University of Bucharest, filming themselves expressing one of the six following basic emotions: anger, disgust, fear, happiness, sadness, surprise. The features of this dataset were extracted for the task of action-to-motion (A2M). The Feature Extraction directory contains the joints and poses extracted from each video of the dataset, following the SMPL and SMPL-X formats, along with labels (0-5 corresponding to anger-surprise). The Model Training directory contains the model trained from scratch using only the features from the Feature Extraction directory, excluding the SMPL-X ones.