Kinetics is a collection of large-scale, high-quality datasets of URL links of up to 650,000 video clips that cover 400/600/700 human action classes, depending on the dataset version. The videos include human-object interactions such as playing instruments, as well as human-human interactions such as shaking hands and hugging. Each action class has at least 400/600/700 video clips. Each clip is human annotated with a single action class and lasts around 10 seconds.
The Kinetics project publications can be found here: https://deepmind.com/research/open-source/kinetics.
CVDF currently hosts the videos in the Kinetics-400 and Kinetics-700-2020 datasets.
The train/val/test splits are subdivided into many files. The lists of links to video files can be found here:
https://s3.amazonaws.com/kinetics/400/train/k400_train_path.txt
https://s3.amazonaws.com/kinetics/400/val/k400_val_path.txt
https://s3.amazonaws.com/kinetics/400/test/k400_test_path.txt
It is easy to obtain a specific split (e.g. train), by:
bash download.sh k400_train_path.txt
Then, extract *.tar.gz files by:
bash extract.sh k400_train_path.txt
The links/annotations can be found under the annotation subfolders:
https://s3.amazonaws.com/kinetics/400/annotations/train.csv
https://s3.amazonaws.com/kinetics/400/annotations/val.csv
https://s3.amazonaws.com/kinetics/400/annotations/test.csv
A readme file can be found in:
http://s3.amazonaws.com/kinetics/400/readme.md
The train/val/test splits are subdivided into many files. The lists of links to video files can be found here:
https://s3.amazonaws.com/kinetics/600/train/k600_train_path.txt
https://s3.amazonaws.com/kinetics/600/val/k600_val_path.txt
https://s3.amazonaws.com/kinetics/600/test/k600_test_path.txt
The links/annotations can be found under the annotation subfolders:
https://s3.amazonaws.com/kinetics/600/annotations/train.txt
https://s3.amazonaws.com/kinetics/600/annotations/val.txt
https://s3.amazonaws.com/kinetics/600/annotations/test.csv
A readme file can be found in:
http://s3.amazonaws.com/kinetics/600/readme.md
The train/val/test splits are subdivided into many files. The lists of links to video files can be found here:
https://s3.amazonaws.com/kinetics/700_2020/train/k700_2020_train_path.txt
https://s3.amazonaws.com/kinetics/700_2020/val/k700_2020_val_path.txt
https://s3.amazonaws.com/kinetics/700_2020/test/k700_2020_test_path.txt
The links/annotations can be found under the annotation subfolders:
https://s3.amazonaws.com/kinetics/700_2020/annotations/train.csv
https://s3.amazonaws.com/kinetics/700_2020/annotations/val.csv
https://s3.amazonaws.com/kinetics/700_2020/annotations/test.csv
A readme file can be found in:
http://s3.amazonaws.com/kinetics/700_2020/K700_2020_readme.txt
We also host annotations for AVA-Kinetics and Countix, which both use Kinetics-700 videos.
To download annotations for AVA-Kinetics: https://s3.amazonaws.com/kinetics/700_2020/annotations/ava_kinetics_v1_0.tar.gz
To download annotations for countix: https://s3.amazonaws.com/kinetics/700_2020/annotations/countix.tar.gz