resnest_coco.yml 4.1 KB

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  1. Models:
  2. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnest50_8xb64-210e_coco-256x192.py
  3. In Collection: SimpleBaseline2D
  4. Metadata:
  5. Architecture: &id001
  6. - SimpleBaseline2D
  7. - ResNeSt
  8. Training Data: COCO
  9. Name: td-hm_resnest50_8xb64-210e_coco-256x192
  10. Results:
  11. - Dataset: COCO
  12. Metrics:
  13. AP: 0.720
  14. AP@0.5: 0.899
  15. AP@0.75: 0.8
  16. AR: 0.775
  17. AR@0.5: 0.939
  18. Task: Body 2D Keypoint
  19. Weights: https://download.openmmlab.com/mmpose/top_down/resnest/resnest50_coco_256x192-6e65eece_20210320.pth
  20. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnest50_8xb64-210e_coco-384x288.py
  21. In Collection: SimpleBaseline2D
  22. Metadata:
  23. Architecture: *id001
  24. Training Data: COCO
  25. Name: td-hm_resnest50_8xb64-210e_coco-384x288
  26. Results:
  27. - Dataset: COCO
  28. Metrics:
  29. AP: 0.737
  30. AP@0.5: 0.9
  31. AP@0.75: 0.811
  32. AR: 0.789
  33. AR@0.5: 0.937
  34. Task: Body 2D Keypoint
  35. Weights: https://download.openmmlab.com/mmpose/top_down/resnest/resnest50_coco_384x288-dcd20436_20210320.pth
  36. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnest101_8xb64-210e_coco-256x192.py
  37. In Collection: SimpleBaseline2D
  38. Metadata:
  39. Architecture: *id001
  40. Training Data: COCO
  41. Name: td-hm_resnest101_8xb64-210e_coco-256x192
  42. Results:
  43. - Dataset: COCO
  44. Metrics:
  45. AP: 0.725
  46. AP@0.5: 0.9
  47. AP@0.75: 0.807
  48. AR: 0.781
  49. AR@0.5: 0.939
  50. Task: Body 2D Keypoint
  51. Weights: https://download.openmmlab.com/mmpose/top_down/resnest/resnest101_coco_256x192-2ffcdc9d_20210320.pth
  52. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnest101_8xb32-210e_coco-384x288.py
  53. In Collection: SimpleBaseline2D
  54. Metadata:
  55. Architecture: *id001
  56. Training Data: COCO
  57. Name: td-hm_resnest101_8xb32-210e_coco-384x288
  58. Results:
  59. - Dataset: COCO
  60. Metrics:
  61. AP: 0.745
  62. AP@0.5: 0.905
  63. AP@0.75: 0.818
  64. AR: 0.798
  65. AR@0.5: 0.942
  66. Task: Body 2D Keypoint
  67. Weights: https://download.openmmlab.com/mmpose/top_down/resnest/resnest101_coco_384x288-80660658_20210320.pth
  68. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnest200_8xb64-210e_coco-256x192.py
  69. In Collection: SimpleBaseline2D
  70. Metadata:
  71. Architecture: *id001
  72. Training Data: COCO
  73. Name: td-hm_resnest200_8xb64-210e_coco-256x192
  74. Results:
  75. - Dataset: COCO
  76. Metrics:
  77. AP: 0.731
  78. AP@0.5: 0.905
  79. AP@0.75: 0.812
  80. AR: 0.787
  81. AR@0.5: 0.943
  82. Task: Body 2D Keypoint
  83. Weights: https://download.openmmlab.com/mmpose/top_down/resnest/resnest200_coco_256x192-db007a48_20210517.pth
  84. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnest200_8xb16-210e_coco-384x288.py
  85. In Collection: SimpleBaseline2D
  86. Metadata:
  87. Architecture: *id001
  88. Training Data: COCO
  89. Name: td-hm_resnest200_8xb16-210e_coco-384x288
  90. Results:
  91. - Dataset: COCO
  92. Metrics:
  93. AP: 0.753
  94. AP@0.5: 0.907
  95. AP@0.75: 0.827
  96. AR: 0.805
  97. AR@0.5: 0.943
  98. Task: Body 2D Keypoint
  99. Weights: https://download.openmmlab.com/mmpose/top_down/resnest/resnest200_coco_384x288-b5bb76cb_20210517.pth
  100. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnest269_8xb32-210e_coco-256x192.py
  101. In Collection: SimpleBaseline2D
  102. Metadata:
  103. Architecture: *id001
  104. Training Data: COCO
  105. Name: td-hm_resnest269_8xb32-210e_coco-256x192
  106. Results:
  107. - Dataset: COCO
  108. Metrics:
  109. AP: 0.737
  110. AP@0.5: 0.907
  111. AP@0.75: 0.819
  112. AR: 0.792
  113. AR@0.5: 0.943
  114. Task: Body 2D Keypoint
  115. Weights: https://download.openmmlab.com/mmpose/top_down/resnest/resnest269_coco_256x192-2a7882ac_20210517.pth
  116. - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_resnest269_8xb16-210e_coco-384x288.py
  117. In Collection: SimpleBaseline2D
  118. Metadata:
  119. Architecture: *id001
  120. Training Data: COCO
  121. Name: td-hm_resnest269_8xb16-210e_coco-384x288
  122. Results:
  123. - Dataset: COCO
  124. Metrics:
  125. AP: 0.754
  126. AP@0.5: 0.908
  127. AP@0.75: 0.828
  128. AR: 0.805
  129. AR@0.5: 0.943
  130. Task: Body 2D Keypoint
  131. Weights: https://download.openmmlab.com/mmpose/top_down/resnest/resnest269_coco_384x288-b142b9fb_20210517.pth