Papers › A Short Note on the Kinetics-700-2020 Human Action Dataset

A Short Note on the Kinetics-700-2020 Human Action Dataset

21 Oct 2020arXiv:2010.10864archive 2025-07-28

Lucas Smaira, João Carreira, Eric Noland, Ellen Clancy, Amy Wu, Andrew Zisserman

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.

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