AVA: 5万+视频/80+动作/21万+标签的视频行为标记数据集

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google最新提供了一份5万+视频/80+动作/21万+标签的视频行为标记数据集。

一、视频动作标签类型

  1. stand (45790)
  2. sit (30037)
  3. talk to (e.g., self, a person, a group) (29020)
  4. watch (a person) (25552)
  5. listen to (a person) (21557)
  6. carry/hold (an object) (18381)
  7. walk (12765)
  8. bend/bow (at the waist) (2592)
  9. lie/sleep (1897)
  10. dance (1406)
  11. ride (e.g., a bike, a car, a horse) (1344)
  12. run/jog (1146)
  13. answer phone (1025)
  14. watch (e.g., TV) (993)
  15. grab (a person) (936)
  16. smoke (860)
  17. eat (828)
  18. fight/hit (a person) (707)
  19. sing to (e.g., self, a person, a group) (702)
  20. read (698)
  21. crouch/kneel (678)
  22. touch (an object) (670)
  23. hug (a person) (667)
  24. martial art (624)
  25. open (e.g., a window, a car door) (594)
  26. play musical instrument (545)
  27. give/serve (an object) to (a person) (473)
  28. hand clap (470)
  29. lift/pick up (452)
  30. get up (439)
  31. drink (410)
  32. drive (e.g., a car, a truck) (383)
  33. kiss (a person) (370)
  34. put down (369)
  35. write (340)
  36. close (e.g., a door, a box) (334)
  37. listen (e.g., to music) (290)
  38. catch (an object) (281)
  39. take (an object) from (a person) (257)
  40. hand wave (241)
  41. lift (a person) (201)
  42. pull (an object) (193)
  43. hand shake (179)
  44. jump/leap (151)
  45. dress/put on clothing (130)
  46. push (another person) (122)
  47. text on/look at a cellphone (115)
  48. fall down (114)
  49. throw (99)
  50. sail boat (96)
  51. work on a computer (94)
  52. play with kids (70)
  53. hit (an object) (67)
  54. crawl (61)
  55. enter (58)
  56. take a photo (57)
  57. climb (e.g., a mountain) (57)
  58. push (an object) (56)
  59. play with pets (52)
  60. point to (an object) (45)
  61. cut (43)
  62. shoot (41)
  63. dig (40)
  64. press (38)
  65. play board game (35)
  66. swim (32)
  67. cook (31)
  68. clink glass (30)
  69. fishing (27)
  70. paint (25)
  71. row boat (23)
  72. extract (17)
  73. stir (15)
  74. chop (15)
  75. brush teeth (14)
  76. kick (a person) (13)
  77. kick (an object) (10)
  78. exit (9)
  79. turn (e.g., a screwdriver) (8)

资源地址:https://research.google.com/ava/explore.html

论文地址:https://arxiv.org/abs/1705.08421**