Human Action Datasets Reader
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.gitignore pycharm ignore Feb 19, 2018
FlorenceAction3D.py
GTUAction3D.py
LICENSE.md
MSRAction3D.py
NTUAction3D.py b. up Feb 2, 2018
NTUAction3DTF.py
README.md
data_utils.py
helpers.py

README.md

Human Action Datasets Reader

Public available human action datasets loader in python

GTU3DActions :

  • 508 actions
  • 8 subjects
  • 25 3D joints
  • 14 action class
  1. Opening and Closing the Arms (37)
  2. Right Handed Shaking (40)
  3. Right and Left Waist Stretch (42)
  4. Walking (32)
  5. Bend the leg left or right (25)
  6. Bend the leg left or right (27)
  7. Left Handed Shaking (38)
  8. One right-left step (39)
  9. Crouching (38)
  10. Standing on the Sandal Standing (39)
  11. Sit and Applause (39)
  12. Lower back (37)
  13. Right and Left 8-Step Motion (26)
  14. Neck Relaxation (49)

NTU RGB+D :

  • 56,880 actions
  • 17 subjects
  • 25 3D joints
  • 60 action class
  1. drink water
  2. eat meal/snack
  3. brushing teeth
  4. brushing hair
  5. drop
  6. pickup
  7. throw
  8. sitting down
  9. standing up (from sitting position)
  10. clapping
  11. reading
  12. writing
  13. tear up paper
  14. wear jacket
  15. take off jacket
  16. wear a shoe
  17. take off a shoe
  18. wear on glasses
  19. take off glasses
  20. put on a hat/cap
  21. take off a hat/cap
  22. cheer up
  23. hand waving
  24. kicking something
  25. put something inside pocket / take out something from pocket
  26. hopping (one foot jumping)
  27. jump up
  28. make a phone call/answer phone
  29. playing with phone/tablet
  30. typing on a keyboard
  31. pointing to something with finger
  32. taking a selfie
  33. check time (from watch)
  34. rub two hands together
  35. nod head/bow
  36. shake head
  37. wipe face
  38. salute
  39. put the palms together
  40. cross hands in front (say stop)
  41. sneeze/cough
  42. staggering
  43. falling
  44. touch head (headache)
  45. touch chest (stomachache/heart pain)
  46. touch back (backache)
  47. touch neck (neckache)
  48. nausea or vomiting condition
  49. use a fan (with hand or paper)/feeling warm
  50. punching/slapping other person
  51. kicking other person
  52. pushing other person
  53. pat on back of other person
  54. point finger at the other person
  55. hugging other person
  56. giving something to other person
  57. touch other person's pocket
  58. handshaking
  59. walking towards each other
  60. walking apart from each other

MSRAction3D:

  • 567 actions
  • 10 subjects
  • 20 3D joints
  • 20 action class
  1. high arm wave
  2. horizontal arm wave
  3. hammer
  4. hand catch
  5. forward punch
  6. high throw
  7. draw x
  8. draw tick
  9. draw circle
  10. hand clap
  11. two hand wave
  12. side-boxing
  13. bend
  14. forward kick
  15. side kick
  16. jogging
  17. tennis swing
  18. tennis serve
  19. golf swing
  20. pick up & throw

Florence_3D_Actions :

  • 215 actions
  • 10 subjects
  • 15 3D joints
  • 9 action class
  1. wave
  2. drink from a bottle
  3. answer
  4. clap
  5. tight lACE
  6. sit dow
  7. stand u
  8. read wa
  9. bow