Human Activity Video Datasets



List of human activity  video datasets        Datasets for other purpose        Other useful links


List of human activity video datasets:
Dataset Classes
Videos
Evaluation metric
Properties
KTH

  • Number of action classes = 6.
  • Verbs: walking, jogging, running, boxing, hand waving, and hand clapping.
  • 600 videos (192 training, 192 validation, 216 testing).
  • Resolution = 160x120.
  • Black and white videos.
  • Static camera.
  • Recognition: multi-class recognition accuracy.
  • Homogeneous indoor/outdoor backgrounds.
  • Performed by 25 persons, 4 scenes, and 6 verbs.
  • Provided annotations: labeled temporal segments.
WEIZMANN

  • Number of action classes = 10.
  • Verbs: walk, run, jump, gallop sideways, bend, one-hand wave, two-hands wave, jump in place, jumping jack, skip.
  • 90 videos (evaluate by leave one out cross validation).
  • Resolution = 180x144.
  • Static camera.
  • Recognition: multi-class recognition accuracy.
  • Homogeneous outdoor backgrounds.
  • Also provides irregular versions (with dog, occluded, with bag, etc.) for robustness experiment for verb "walk".
UMD




IXMAS




UCF-Sports