resnet_crowdpose.yml 2.2 KB

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  1. Models:
  2. - Config: configs/body_2d_keypoint/topdown_heatmap/crowdpose/td-hm_res50_8xb64-210e_crowdpose-256x192.py
  3. In Collection: SimpleBaseline2D
  4. Metadata:
  5. Architecture: &id001
  6. - SimpleBaseline2D
  7. - ResNet
  8. Training Data: CrowdPose
  9. Name: td-hm_res50_8xb64-210e_crowdpose-256x192
  10. Results:
  11. - Dataset: CrowdPose
  12. Metrics:
  13. AP: 0.637
  14. AP (E): 0.738
  15. AP (H): 0.506
  16. AP (M): 0.65
  17. AP@0.5: 0.808
  18. AP@0.75: 0.692
  19. Task: Body 2D Keypoint
  20. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_crowdpose_256x192-c6a526b6_20201227.pth
  21. - Config: configs/body_2d_keypoint/topdown_heatmap/crowdpose/td-hm_res101_8xb64-210e_crowdpose-256x192.py
  22. In Collection: SimpleBaseline2D
  23. Metadata:
  24. Architecture: *id001
  25. Training Data: CrowdPose
  26. Name: td-hm_res101_8xb64-210e_crowdpose-256x192
  27. Results:
  28. - Dataset: CrowdPose
  29. Metrics:
  30. AP: 0.647
  31. AP (E): 0.745
  32. AP (H): 0.521
  33. AP (M): 0.658
  34. AP@0.5: 0.81
  35. AP@0.75: 0.703
  36. Task: Body 2D Keypoint
  37. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res101_crowdpose_256x192-8f5870f4_20201227.pth
  38. - Config: configs/body_2d_keypoint/topdown_heatmap/crowdpose/td-hm_res101_8xb64-210e_crowdpose-320x256.py
  39. In Collection: SimpleBaseline2D
  40. Metadata:
  41. Architecture: *id001
  42. Training Data: CrowdPose
  43. Name: td-hm_res101_8xb64-210e_crowdpose-320x256
  44. Results:
  45. - Dataset: CrowdPose
  46. Metrics:
  47. AP: 0.661
  48. AP (E): 0.759
  49. AP (H): 0.534
  50. AP (M): 0.672
  51. AP@0.5: 0.821
  52. AP@0.75: 0.714
  53. Task: Body 2D Keypoint
  54. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res101_crowdpose_320x256-c88c512a_20201227.pth
  55. - Config: configs/body_2d_keypoint/topdown_heatmap/crowdpose/td-hm_res152_8xb64-210e_crowdpose-256x192.py
  56. In Collection: SimpleBaseline2D
  57. Metadata:
  58. Architecture: *id001
  59. Training Data: CrowdPose
  60. Name: td-hm_res152_8xb64-210e_crowdpose-256x192
  61. Results:
  62. - Dataset: CrowdPose
  63. Metrics:
  64. AP: 0.656
  65. AP (E): 0.754
  66. AP (H): 0.533
  67. AP (M): 0.666
  68. AP@0.5: 0.818
  69. AP@0.75: 0.712
  70. Task: Body 2D Keypoint
  71. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res152_crowdpose_256x192-dbd49aba_20201227.pth