resnet_coco-wholebody.yml 4.1 KB

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  1. Models:
  2. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_res50_8xb64-210e_coco-wholebody-256x192.py
  3. In Collection: SimpleBaseline2D
  4. Metadata:
  5. Architecture: &id001
  6. - SimpleBaseline2D
  7. Training Data: COCO-WholeBody
  8. Name: td-hm_res50_8xb64-210e_coco-wholebody-256x192
  9. Results:
  10. - Dataset: COCO-WholeBody
  11. Metrics:
  12. Body AP: 0.652
  13. Body AR: 0.738
  14. Face AP: 0.606
  15. Face AR: 0.715
  16. Foot AP: 0.615
  17. Foot AR: 0.749
  18. Hand AP: 0.46
  19. Hand AR: 0.584
  20. Whole AP: 0.521
  21. Whole AR: 0.633
  22. Task: Wholebody 2D Keypoint
  23. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_coco_wholebody_256x192-9e37ed88_20201004.pth
  24. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_res50_8xb64-210e_coco-wholebody-384x288.py
  25. In Collection: SimpleBaseline2D
  26. Metadata:
  27. Architecture: *id001
  28. Training Data: COCO-WholeBody
  29. Name: td-hm_res50_8xb64-210e_coco-wholebody-384x288
  30. Results:
  31. - Dataset: COCO-WholeBody
  32. Metrics:
  33. Body AP: 0.666
  34. Body AR: 0.747
  35. Face AP: 0.731
  36. Face AR: 0.811
  37. Foot AP: 0.634
  38. Foot AR: 0.763
  39. Hand AP: 0.536
  40. Hand AR: 0.646
  41. Whole AP: 0.574
  42. Whole AR: 0.67
  43. Task: Wholebody 2D Keypoint
  44. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_coco_wholebody_384x288-ce11e294_20201004.pth
  45. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_res101_8xb32-210e_coco-wholebody-256x192.py
  46. In Collection: SimpleBaseline2D
  47. Metadata:
  48. Architecture: *id001
  49. Training Data: COCO-WholeBody
  50. Name: td-hm_res101_8xb32-210e_coco-wholebody-256x192
  51. Results:
  52. - Dataset: COCO-WholeBody
  53. Metrics:
  54. Body AP: 0.669
  55. Body AR: 0.753
  56. Face AP: 0.611
  57. Face AR: 0.722
  58. Foot AP: 0.637
  59. Foot AR: 0.766
  60. Hand AP: 0.463
  61. Hand AR: 0.589
  62. Whole AP: 0.531
  63. Whole AR: 0.645
  64. Task: Wholebody 2D Keypoint
  65. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res101_coco_wholebody_256x192-7325f982_20201004.pth
  66. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_res101_8xb32-210e_coco-wholebody-384x288.py
  67. In Collection: SimpleBaseline2D
  68. Metadata:
  69. Architecture: *id001
  70. Training Data: COCO-WholeBody
  71. Name: td-hm_res101_8xb32-210e_coco-wholebody-384x288
  72. Results:
  73. - Dataset: COCO-WholeBody
  74. Metrics:
  75. Body AP: 0.692
  76. Body AR: 0.77
  77. Face AP: 0.746
  78. Face AR: 0.82
  79. Foot AP: 0.68
  80. Foot AR: 0.799
  81. Hand AP: 0.548
  82. Hand AR: 0.657
  83. Whole AP: 0.598
  84. Whole AR: 0.691
  85. Task: Wholebody 2D Keypoint
  86. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res101_coco_wholebody_384x288-6c137b9a_20201004.pth
  87. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_res152_8xb32-210e_coco-wholebody-256x192.py
  88. In Collection: SimpleBaseline2D
  89. Metadata:
  90. Architecture: *id001
  91. Training Data: COCO-WholeBody
  92. Name: td-hm_res152_8xb32-210e_coco-wholebody-256x192
  93. Results:
  94. - Dataset: COCO-WholeBody
  95. Metrics:
  96. Body AP: 0.682
  97. Body AR: 0.764
  98. Face AP: 0.623
  99. Face AR: 0.728
  100. Foot AP: 0.661
  101. Foot AR: 0.787
  102. Hand AP: 0.481
  103. Hand AR: 0.607
  104. Whole AP: 0.548
  105. Whole AR: 0.661
  106. Task: Wholebody 2D Keypoint
  107. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res152_coco_wholebody_256x192-5de8ae23_20201004.pth
  108. - Config: configs/wholebody_2d_keypoint/topdown_heatmap/coco-wholebody/td-hm_res152_8xb32-210e_coco-wholebody-384x288.py
  109. In Collection: SimpleBaseline2D
  110. Metadata:
  111. Architecture: *id001
  112. Training Data: COCO-WholeBody
  113. Name: td-hm_res152_8xb32-210e_coco-wholebody-384x288
  114. Results:
  115. - Dataset: COCO-WholeBody
  116. Metrics:
  117. Body AP: 0.704
  118. Body AR: 0.78
  119. Face AP: 0.751
  120. Face AR: 0.824
  121. Foot AP: 0.693
  122. Foot AR: 0.813
  123. Hand AP: 0.559
  124. Hand AR: 0.666
  125. Whole AP: 0.61
  126. Whole AR: 0.705
  127. Task: Wholebody 2D Keypoint
  128. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res152_coco_wholebody_384x288-eab8caa8_20201004.pth