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