A Short Note on the Kinetics-700-2020 Human Action Dataset
This is an incremental update to a dataset for human action recognition in computer vision.
The authors introduced the 2020 edition of the DeepMind Kinetics human action dataset, which replenishes and extends Kinetics-700 to include at least 700 video clips per class for 700 classes, and provided baseline results using the I3D network.
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.