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mmpose
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mmpose
/
configs
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animal_2d_keypoint
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topdown_heatmap
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locust
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resnet_locust.yml

resnet_locust.yml 1.5 KB
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  1. Models:
    2. 

  2. - Config: configs/animal_2d_keypoint/topdown_heatmap/locust/td-hm_res50_8xb64-210e_locust-160x160.py
    3. 

  3.   In Collection: SimpleBaseline2D
    4. 

  4.   Metadata:
    5. 

  5.     Architecture: &id001
    6. 

  6.     - SimpleBaseline2D
    7. 

  7.     - ResNet
    8. 

  8.     Training Data: Desert Locust
    9. 

  9.   Name: td-hm_res50_8xb64-210e_locust-160x160
    10. 

  10.   Results:
    11. 

  11.   - Dataset: Desert Locust
    12. 

  12.     Metrics:
    13. 

  13.       AUC: 0.9
    14. 

  14.       EPE: 2.27
    15. 

  15.       PCK@0.2: 1
    16. 

  16.     Task: Animal 2D Keypoint
    17. 

  17.   Weights: https://download.openmmlab.com/mmpose/animal/resnet/res50_locust_160x160-9efca22b_20210407.pth
    18. 

  18. - Config: configs/animal_2d_keypoint/topdown_heatmap/locust/td-hm_res101_8xb64-210e_locust-160x160.py
    19. 

  19.   In Collection: SimpleBaseline2D
    20. 

  20.   Metadata:
    21. 

  21.     Architecture: *id001
    22. 

  22.     Training Data: Desert Locust
    23. 

  23.   Name: td-hm_res101_8xb64-210e_locust-160x160
    24. 

  24.   Results:
    25. 

  25.   - Dataset: Desert Locust
    26. 

  26.     Metrics:
    27. 

  27.       AUC: 0.907
    28. 

  28.       EPE: 2.03
    29. 

  29.       PCK@0.2: 1
    30. 

  30.     Task: Animal 2D Keypoint
    31. 

  31.   Weights: https://download.openmmlab.com/mmpose/animal/resnet/res101_locust_160x160-d77986b3_20210407.pth
    32. 

  32. - Config: configs/animal_2d_keypoint/topdown_heatmap/locust/td-hm_res152_8xb32-210e_locust-160x160.py
    33. 

  33.   In Collection: SimpleBaseline2D
    34. 

  34.   Metadata:
    35. 

  35.     Architecture: *id001
    36. 

  36.     Training Data: Desert Locust
    37. 

  37.   Name: td-hm_res152_8xb32-210e_locust-160x160
    38. 

  38.   Results:
    39. 

  39.   - Dataset: Desert Locust
    40. 

  40.     Metrics:
    41. 

  41.       AUC: 0.925
    42. 

  42.       EPE: 1.49
    43. 

  43.       PCK@0.2: 1.0
    44. 

  44.     Task: Animal 2D Keypoint
    45. 

  45.   Weights: https://download.openmmlab.com/mmpose/animal/resnet/res152_locust_160x160-4ea9b372_20210407.pth
    46.