常用做action recognition 的数据集介绍

No

Dataset

No of Actions

Clips

Camera motion

Background

     Website

1

KTH

6

600

Slight

Static

http://www.nada.kth.se/cvap/actions/

2

Weizmann

10

81

No

Static

 

3

IXMAS

14

165

No

Static

 

4

HOHA

12

2517

Yes

Dynamic

 

5

UCF Sports

10

182

Yes

Dynamic

http://crcv.ucf.edu/data/UCF_Sports_Action.php

6

UCF11

11

1168

Yes

Dynamic

http://crcv.ucf.edu/data/UCF_YouTube_Action.php

7

UCF50

50

6681

Yes

Dynamic

http://crcv.ucf.edu/data/UCF50.php

8

UCF101

101

13320

Yes

Dynamic

http://crcv.ucf.edu/data/UCF101.php  

9

HMDB51

51

6766

Yes

Dynamic

http://www.hmdb.ca/

http://serre-lab.clps.brown.edu/resource/hmdb-a-large-human-motion-database/#Downloads

10

Hollywood2

12

1707

Yes

Background

11

MPII

65

44

No

Static

https://www.mpi-inf.mpg.de/departments/computer-vision-and-multimodal-computing/research/human-activity-recognition/mpii-cooking-activities-dataset/

12

ChaLearn Gesture Recognition

20

 

Yes

Static

Athitsos, and H. Escalante. Multi-modal gesture recognition challenge2013: Dataset and results. In ICMI

13

HighFive

 

300

Yes

Dynamic

 

14

Sports 1M

487

1 million

Yes

Dynamic

https://github.com/gtoderici/sports-1m-dataset

http://cs.stanford.edu/people/karpathy/deepvideo/

Large-scale Video Classification with Convolutional Neural Networks cvpr14