resnext_coco.yml 3.1 KB

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  1. Models:
  2. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnext50_8xb64-210e_coco-256x192.py
  3. In Collection: SimpleBaseline2D
  4. Metadata:
  5. Architecture: &id001
  6. - SimpleBaseline2D
  7. - ResNext
  8. Training Data: COCO
  9. Name: td-hm_resnext50_8xb64-210e_coco-256x192
  10. Results:
  11. - Dataset: COCO
  12. Metrics:
  13. AP: 0.715
  14. AP@0.5: 0.897
  15. AP@0.75: 0.791
  16. AR: 0.771
  17. AR@0.5: 0.935
  18. Task: Body 2D Keypoint
  19. Weights: https://download.openmmlab.com/mmpose/top_down/resnext/resnext50_coco_256x192-dcff15f6_20200727.pth
  20. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnext50_8xb64-210e_coco-384x288.py
  21. In Collection: SimpleBaseline2D
  22. Metadata:
  23. Architecture: *id001
  24. Training Data: COCO
  25. Name: td-hm_resnext50_8xb64-210e_coco-384x288
  26. Results:
  27. - Dataset: COCO
  28. Metrics:
  29. AP: 0.724
  30. AP@0.5: 0.899
  31. AP@0.75: 0.794
  32. AR: 0.777
  33. AR@0.5: 0.936
  34. Task: Body 2D Keypoint
  35. Weights: https://download.openmmlab.com/mmpose/top_down/resnext/resnext50_coco_384x288-412c848f_20200727.pth
  36. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnext101_8xb64-210e_coco-256x192.py
  37. In Collection: SimpleBaseline2D
  38. Metadata:
  39. Architecture: *id001
  40. Training Data: COCO
  41. Name: td-hm_resnext101_8xb64-210e_coco-256x192
  42. Results:
  43. - Dataset: COCO
  44. Metrics:
  45. AP: 0.726
  46. AP@0.5: 0.9
  47. AP@0.75: 0.801
  48. AR: 0.781
  49. AR@0.5: 0.939
  50. Task: Body 2D Keypoint
  51. Weights: https://download.openmmlab.com/mmpose/top_down/resnext/resnext101_coco_256x192-c7eba365_20200727.pth
  52. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnext101_8xb32-210e_coco-384x288.py
  53. In Collection: SimpleBaseline2D
  54. Metadata:
  55. Architecture: *id001
  56. Training Data: COCO
  57. Name: td-hm_resnext101_8xb32-210e_coco-384x288
  58. Results:
  59. - Dataset: COCO
  60. Metrics:
  61. AP: 0.744
  62. AP@0.5: 0.903
  63. AP@0.75: 0.815
  64. AR: 0.794
  65. AR@0.5: 0.939
  66. Task: Body 2D Keypoint
  67. Weights: https://download.openmmlab.com/mmpose/top_down/resnext/resnext101_coco_384x288-f5eabcd6_20200727.pth
  68. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnext152_8xb32-210e_coco-256x192.py
  69. In Collection: SimpleBaseline2D
  70. Metadata:
  71. Architecture: *id001
  72. Training Data: COCO
  73. Name: td-hm_resnext152_8xb32-210e_coco-256x192
  74. Results:
  75. - Dataset: COCO
  76. Metrics:
  77. AP: 0.73
  78. AP@0.5: 0.903
  79. AP@0.75: 0.808
  80. AR: 0.785
  81. AR@0.5: 0.94
  82. Task: Body 2D Keypoint
  83. Weights: https://download.openmmlab.com/mmpose/top_down/resnext/resnext152_coco_256x192-102449aa_20200727.pth
  84. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnext152_8xb48-210e_coco-384x288.py
  85. In Collection: SimpleBaseline2D
  86. Metadata:
  87. Architecture: *id001
  88. Training Data: COCO
  89. Name: td-hm_resnext152_8xb48-210e_coco-384x288
  90. Results:
  91. - Dataset: COCO
  92. Metrics:
  93. AP: 0.742
  94. AP@0.5: 0.904
  95. AP@0.75: 0.81
  96. AR: 0.794
  97. AR@0.5: 0.94
  98. Task: Body 2D Keypoint
  99. Weights: https://download.openmmlab.com/mmpose/top_down/resnext/resnext152_coco_384x288-806176df_20200727.pth