A Short Note on the Kinetics-700 Human Action Dataset
A Short Note on the Kinetics-700 Human Action Dataset
João Carreira,Eric Noland,Chloe Hillier,Andrew Zisserman
2019 · ArXiv: 1907.06987
arXiv.org · 557 Citations
TLDR
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, and includes a comprehensive set of statistics.
Abstract
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.