hrnet_coco-wholebody.yml 2.7 KB

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  1. Models:
  2. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_hrnet-w32_8xb64-210e_coco-wholebody-256x192.py
  3. In Collection: HRNet
  4. Metadata:
  5. Architecture: &id001
  6. - HRNet
  7. Training Data: COCO-WholeBody
  8. Name: td-hm_hrnet-w32_8xb64-210e_coco-wholebody-256x192
  9. Results:
  10. - Dataset: COCO-WholeBody
  11. Metrics:
  12. Body AP: 0.678
  13. Body AR: 0.755
  14. Face AP: 0.630
  15. Face AR: 0.708
  16. Foot AP: 0.543
  17. Foot AR: 0.661
  18. Hand AP: 0.467
  19. Hand AR: 0.566
  20. Whole AP: 0.536
  21. Whole AR: 0.636
  22. Task: Wholebody 2D Keypoint
  23. Weights: https://download.openmmlab.com/mmpose/top_down/hrnet/hrnet_w32_coco_wholebody_256x192-853765cd_20200918.pth
  24. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_hrnet-w32_8xb64-210e_coco-wholebody-384x288.py
  25. In Collection: HRNet
  26. Metadata:
  27. Architecture: *id001
  28. Training Data: COCO-WholeBody
  29. Name: td-hm_hrnet-w32_8xb64-210e_coco-wholebody-384x288
  30. Results:
  31. - Dataset: COCO-WholeBody
  32. Metrics:
  33. Body AP: 0.700
  34. Body AR: 0.772
  35. Face AP: 0.726
  36. Face AR: 0.783
  37. Foot AP: 0.585
  38. Foot AR: 0.691
  39. Hand AP: 0.515
  40. Hand AR: 0.603
  41. Whole AP: 0.586
  42. Whole AR: 0.673
  43. Task: Wholebody 2D Keypoint
  44. Weights: https://download.openmmlab.com/mmpose/top_down/hrnet/hrnet_w32_coco_wholebody_384x288-78cacac3_20200922.pth
  45. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_hrnet-w48_8xb32-210e_coco-wholebody-256x192.py
  46. In Collection: HRNet
  47. Metadata:
  48. Architecture: *id001
  49. Training Data: COCO-WholeBody
  50. Name: td-hm_hrnet-w48_8xb32-210e_coco-wholebody-256x192
  51. Results:
  52. - Dataset: COCO-WholeBody
  53. Metrics:
  54. Body AP: 0.701
  55. Body AR: 0.776
  56. Face AP: 0.656
  57. Face AR: 0.743
  58. Foot AP: 0.675
  59. Foot AR: 0.787
  60. Hand AP: 0.535
  61. Hand AR: 0.639
  62. Whole AP: 0.579
  63. Whole AR: 0.681
  64. Task: Wholebody 2D Keypoint
  65. Weights: https://download.openmmlab.com/mmpose/top_down/hrnet/hrnet_w48_coco_wholebody_256x192-643e18cb_20200922.pth
  66. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_hrnet-w48_8xb32-210e_coco-wholebody-384x288.py
  67. In Collection: HRNet
  68. Metadata:
  69. Architecture: *id001
  70. Training Data: COCO-WholeBody
  71. Name: td-hm_hrnet-w48_8xb32-210e_coco-wholebody-384x288
  72. Results:
  73. - Dataset: COCO-WholeBody
  74. Metrics:
  75. Body AP: 0.722
  76. Body AR: 0.791
  77. Face AP: 0.776
  78. Face AR: 0.834
  79. Foot AP: 0.696
  80. Foot AR: 0.801
  81. Hand AP: 0.587
  82. Hand AR: 0.678
  83. Whole AP: 0.632
  84. Whole AR: 0.717
  85. Task: Wholebody 2D Keypoint
  86. Weights: https://download.openmmlab.com/mmpose/top_down/hrnet/hrnet_w48_coco_wholebody_384x288-6e061c6a_20200922.pth