  We describe an extension of the DeepMind Kinetics human action dataset from
600 classes to 700 classes, where for each class there are at least 600 video
clips from different YouTube videos. 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 neural network
architecture.
