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mmpose
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configs
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body_2d_keypoint
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topdown_heatmap
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mpii
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resnet_mpii.yml

resnet_mpii.yml 1.4 KB
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  1. Models:
    2. 

  2. - Config: configs/body_2d_keypoint/topdown_heatmap/mpii/td-hm_res50_8xb64-210e_mpii-256x256.py
    3. 

  3.   In Collection: SimpleBaseline2D
    4. 

  4.   Metadata:
    5. 

  5.     Architecture: &id001
    6. 

  6.     - SimpleBaseline2D
    7. 

  7.     - ResNet
    8. 

  8.     Training Data: MPII
    9. 

  9.   Name: td-hm_res50_8xb64-210e_mpii-256x256
    10. 

  10.   Results:
    11. 

  11.   - Dataset: MPII
    12. 

  12.     Metrics:
    13. 

  13.       Mean: 0.882
    14. 

  14.       Mean@0.1: 0.286
    15. 

  15.     Task: Body 2D Keypoint
    16. 

  16.   Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_mpii_256x256-418ffc88_20200812.pth
    17. 

  17. - Config: configs/body_2d_keypoint/topdown_heatmap/mpii/td-hm_res101_8xb64-210e_mpii-256x256.py
    18. 

  18.   In Collection: SimpleBaseline2D
    19. 

  19.   Metadata:
    20. 

  20.     Architecture: *id001
    21. 

  21.     Training Data: MPII
    22. 

  22.   Name: td-hm_res101_8xb64-210e_mpii-256x256
    23. 

  23.   Results:
    24. 

  24.   - Dataset: MPII
    25. 

  25.     Metrics:
    26. 

  26.       Mean: 0.888
    27. 

  27.       Mean@0.1: 0.29
    28. 

  28.     Task: Body 2D Keypoint
    29. 

  29.   Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res101_mpii_256x256-416f5d71_20200812.pth
    30. 

  30. - Config: configs/body_2d_keypoint/topdown_heatmap/mpii/td-hm_res152_8xb32-210e_mpii-256x256.py
    31. 

  31.   In Collection: SimpleBaseline2D
    32. 

  32.   Metadata:
    33. 

  33.     Architecture: *id001
    34. 

  34.     Training Data: MPII
    35. 

  35.   Name: td-hm_res152_8xb32-210e_mpii-256x256
    36. 

  36.   Results:
    37. 

  37.   - Dataset: MPII
    38. 

  38.     Metrics:
    39. 

  39.       Mean: 0.889
    40. 

  40.       Mean@0.1: 0.303
    41. 

  41.     Task: Body 2D Keypoint
    42. 

  42.   Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res152_mpii_256x256-3ecba29d_20200812.pth
    43.