mmpose/configs/body_2d_keypoint/topdown_heatmap/coco/resnet_coco.yml

Collections:
- Name: SimpleBaseline2D
  Paper:
    Title: Simple baselines for human pose estimation and tracking
    URL: http://openaccess.thecvf.com/content_ECCV_2018/html/Bin_Xiao_Simple_Baselines_for_ECCV_2018_paper.html
  README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/algorithms/simplebaseline2d.md
Models:
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-256x192.py
  In Collection: SimpleBaseline2D
  Metadata:
    Architecture: &id001
    - SimpleBaseline2D
    - ResNet
    Training Data: COCO
  Name: td-hm_res50_8xb64-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.718
      AP@0.5: 0.898
      AP@0.75: 0.796
      AR: 0.774
      AR@0.5: 0.934
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-256x192-04af38ce_20220923.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-384x288.py
  In Collection: SimpleBaseline2D
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_res50_8xb64-210e_coco-384x288
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.731
      AP@0.5: 0.9
      AP@0.75: 0.799
      AR: 0.782
      AR@0.5: 0.937
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-384x288-7b8db90e_20220923.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb64-210e_coco-256x192.py
  In Collection: SimpleBaseline2D
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_res101_8xb64-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.728
      AP@0.5: 0.904
      AP@0.75: 0.809
      AR: 0.783
      AR@0.5: 0.942
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb64-210e_coco-256x192-065d3625_20220926.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb32-210e_coco-384x288.py
  In Collection: SimpleBaseline2D
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_res101_8xb32-210e_coco-384x288
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.749
      AP@0.5: 0.906
      AP@0.75: 0.817
      AR: 0.799
      AR@0.5: 0.941
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb64-210e_coco-256x192-065d3625_20220926.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-256x192.py
  In Collection: SimpleBaseline2D
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_res152_8xb32-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.736
      AP@0.5: 0.904
      AP@0.75: 0.818
      AR: 0.791
      AR@0.5: 0.942
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-256x192-0345f330_20220928.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-384x288.py
  In Collection: SimpleBaseline2D
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_res152_8xb32-210e_coco-384x288
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.75
      AP@0.5: 0.908
      AP@0.75: 0.821
      AR: 0.8
      AR@0.5: 0.942
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-384x288-7fbb906f_20220927.pth
- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_fp16-8xb64-210e_coco-256x192.py
  In Collection: SimpleBaseline2D
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-hm_res50_fp16-8xb64-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.716
      AP@0.5: 0.898
      AP@0.75: 0.798
      AR: 0.772
      AR@0.5: 0.937
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_fp16-8xb64-210e_coco-256x192-463da051_20220927.pth