swin_coco.yml 3.1 KB

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  1. Models:
  2. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_swin-t-p4-w7_8xb32-210e_coco-256x192.py
  3. In Collection: SimpleBaseline2D
  4. Metadata:
  5. Architecture: &id001
  6. - SimpleBaseline2D
  7. - Swin
  8. Training Data: COCO
  9. Name: td-hm_swin-t-p4-w7_8xb32-210e_coco-256x192
  10. Results:
  11. - Dataset: COCO
  12. Metrics:
  13. AP: 0.724
  14. AP@0.5: 0.901
  15. AP@0.75: 0.806
  16. AR: 0.782
  17. AR@0.5: 0.94
  18. Task: Body 2D Keypoint
  19. Weights: https://download.openmmlab.com/mmpose/top_down/swin/swin_t_p4_w7_coco_256x192-eaefe010_20220503.pth
  20. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_swin-b-p4-w7_8xb32-210e_coco-256x192.py
  21. In Collection: SimpleBaseline2D
  22. Metadata:
  23. Architecture: *id001
  24. Training Data: COCO
  25. Name: td-hm_swin-b-p4-w7_8xb32-210e_coco-256x192
  26. Results:
  27. - Dataset: COCO
  28. Metrics:
  29. AP: 0.737
  30. AP@0.5: 0.904
  31. AP@0.75: 0.82
  32. AR: 0.794
  33. AR@0.5: 0.942
  34. Task: Body 2D Keypoint
  35. Weights: https://download.openmmlab.com/mmpose/top_down/swin/swin_b_p4_w7_coco_256x192-7432be9e_20220705.pth
  36. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_swin-b-p4-w7_8xb32-210e_coco-384x288.py
  37. In Collection: SimpleBaseline2D
  38. Metadata:
  39. Architecture: *id001
  40. Training Data: COCO
  41. Name: td-hm_swin-b-p4-w7_8xb32-210e_coco-384x288
  42. Results:
  43. - Dataset: COCO
  44. Metrics:
  45. AP: 0.759
  46. AP@0.5: 0.91
  47. AP@0.75: 0.832
  48. AR: 0.811
  49. AR@0.5: 0.946
  50. Task: Body 2D Keypoint
  51. Weights: https://download.openmmlab.com/mmpose/top_down/swin/swin_b_p4_w7_coco_384x288-3abf54f9_20220705.pth
  52. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_swin-l-p4-w7_8xb32-210e_coco-256x192.py
  53. In Collection: SimpleBaseline2D
  54. Metadata:
  55. Architecture: *id001
  56. Training Data: COCO
  57. Name: td-hm_swin-l-p4-w7_8xb32-210e_coco-256x192
  58. Results:
  59. - Dataset: COCO
  60. Metrics:
  61. AP: 0.743
  62. AP@0.5: 0.906
  63. AP@0.75: 0.821
  64. AR: 0.798
  65. AR@0.5: 0.943
  66. Task: Body 2D Keypoint
  67. Weights: https://download.openmmlab.com/mmpose/top_down/swin/swin_l_p4_w7_coco_256x192-642a89db_20220705.pth
  68. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_swin-l-p4-w7_8xb32-210e_coco-384x288.py
  69. In Collection: SimpleBaseline2D
  70. Metadata:
  71. Architecture: *id001
  72. Training Data: COCO
  73. Name: td-hm_swin-l-p4-w7_8xb32-210e_coco-384x288
  74. Results:
  75. - Dataset: COCO
  76. Metrics:
  77. AP: 0.763
  78. AP@0.5: 0.912
  79. AP@0.75: 0.83
  80. AR: 0.814
  81. AR@0.5: 0.949
  82. Task: Body 2D Keypoint
  83. Weights: https://download.openmmlab.com/mmpose/top_down/swin/swin_l_p4_w7_coco_384x288-c36b7845_20220705.pth
  84. - Config: configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/swin_b_p4_w7_fpn_coco_256x192.py
  85. In Collection: SimpleBaseline2D
  86. Metadata:
  87. Architecture: *id001
  88. Training Data: COCO
  89. Name: topdown_heatmap_swin_b_p4_w7_fpn_coco_256x192
  90. Results:
  91. - Dataset: COCO
  92. Metrics:
  93. AP: 0.741
  94. AP@0.5: 0.907
  95. AP@0.75: 0.821
  96. AR: 0.798
  97. AR@0.5: 0.946
  98. Task: Body 2D Keypoint
  99. Weights: https://download.openmmlab.com/mmpose/top_down/swin/swin_b_p4_w7_fpn_coco_256x192-a3b91c45_20220705.pth