Learning Action Recognition

1 Datasets

Dataset	Year	Has Depth info?	Source	Annotation No.	No. of actions	Website
AVA	2017	×	Youtube	1.58M	80	https://research.google.com/ava/
HACS	2017	×	Youtube	1.55M	200	http://hacs.csail.mit.edu/
Kinetics	2017	×	Youtube	500,000	600	https://deepmind.com/research/open-source/open-source-datasets/kinetics/
ActivityNet200	2016	×	Youtube	23,064	200	http://activity-net.org/index.html
UCF101	2013	×	Youtube	13,320	101	http://crcv.ucf.edu/data/UCF101.php
HMDB51	2011	×	Youtube	7,000	51	http://serre-lab.clps.brown.edu/resource/hmdb-a-large-human-motion-database/
IXMAS	2006	×	shoot in lab	2145	13	http://4drepository.inrialpes.fr/public/viewgroup/6
Weizmann Dataset	2005	×	shoot in lab	90	10	http://www.wisdom.weizmann.ac.il/~vision/SpaceTimeActions.html
KTH Dataset	2004	×	shoot in lab	2,391	6	http://www.nada.kth.se/cvap/actions/
NTU RGB-D	2016	○	shoot in lab	56,880	60	http://rose1.ntu.edu.sg/Datasets/actionRecognition.asp
UCLA 3D	/	○	shoot in lab	300	10	http://users.eecs.northwestern.edu/~jwa368/my_data.html
UWA 3D	2014	○	shoot in lab	300	30	http://staffhome.ecm.uwa.edu.au/~00053650/databases.html
MSR Action 3D	2010	○	shoot in lab	567	20	https://www.uow.edu.au/~wanqing/#Datasets