We describe the 2020 edition of the DeepMind Kinetics human action dataset, which replenishes and extends the Kinetics-700 dataset. In this new version, there are at least 700 video clips from different YouTube videos for each of the 700 classes. This paper details the changes introduced for this new release of the dataset and includes a comprehensive set of statistics as well as baseline results using the I3D network.
翻译:我们描述2020年版的深心动能人类行动数据集,该数据集补充并扩展了动能-700数据集。在这个新版本中,700个类别中的每个类别至少有700个视频视频片段来自不同的YouTube视频。本文详细介绍了为新发布数据集而引入的修改,包括一套综合统计数据以及使用I3D网络的基线结果。