resnet_mpii.yml 1.4 KB

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  1. Models:
  2. - Config: configs/body_2d_keypoint/topdown_regression/mpii/td-reg_res50_8xb64-210e_mpii-256x256.py
  3. In Collection: DeepPose
  4. Metadata:
  5. Architecture: &id001
  6. - DeepPose
  7. - ResNet
  8. Training Data: MPII
  9. Name: td-reg_res50_8xb64-210e_mpii-256x256
  10. Results:
  11. - Dataset: MPII
  12. Metrics:
  13. Mean: 0.826
  14. Mean@0.1: 0.18
  15. Task: Body 2D Keypoint
  16. Weights: https://download.openmmlab.com/mmpose/top_down/deeppose/deeppose_res50_mpii_256x256-c63cd0b6_20210203.pth
  17. - Config: configs/body_2d_keypoint/topdown_regression/mpii/td-reg_res101_8xb64-210e_mpii-256x256.py
  18. In Collection: DeepPose
  19. Metadata:
  20. Architecture: *id001
  21. Training Data: MPII
  22. Name: td-reg_res101_8xb64-210e_mpii-256x256
  23. Results:
  24. - Dataset: MPII
  25. Metrics:
  26. Mean: 0.841
  27. Mean@0.1: 0.2
  28. Task: Body 2D Keypoint
  29. Weights: https://download.openmmlab.com/mmpose/top_down/deeppose/deeppose_res101_mpii_256x256-87516a90_20210205.pth
  30. - Config: configs/body_2d_keypoint/topdown_regression/mpii/td-reg_res152_8xb64-210e_mpii-256x256.py
  31. In Collection: DeepPose
  32. Metadata:
  33. Architecture: *id001
  34. Training Data: MPII
  35. Name: td-reg_res152_8xb64-210e_mpii-256x256
  36. Results:
  37. - Dataset: MPII
  38. Metrics:
  39. Mean: 0.85
  40. Mean@0.1: 0.208
  41. Task: Body 2D Keypoint
  42. Weights: https://download.openmmlab.com/mmpose/top_down/deeppose/deeppose_res152_mpii_256x256-15f5e6f9_20210205.pth