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

Collections:
- Name: DeepPose
  Paper:
    Title: "Deeppose: Human pose estimation via deep neural networks"
    URL: http://openaccess.thecvf.com/content_cvpr_2014/html/Toshev_DeepPose_Human_Pose_2014_CVPR_paper.html
  README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/algorithms/deeppose.md
Models:
- Config: configs/body_2d_keypoint/topdown_regression/coco/td-reg_res50_8xb64-210e_coco-256x192.py
  In Collection: DeepPose
  Metadata:
    Architecture: &id001
    - DeepPose
    - ResNet
    Training Data: COCO
  Name: td-reg_res50_8xb64-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.541
      AP@0.5: 0.824
      AP@0.75: 0.601
      AR: 0.649
      AR@0.5: 0.893
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_regression/coco/td-reg_res50_8xb64-210e_coco-256x192-72ef04f3_20220913.pth
- Config: configs/body_2d_keypoint/topdown_regression/coco/td-reg_res101_8xb64-210e_coco-256x192.py
  In Collection: DeepPose
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-reg_res101_8xb64-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.562
      AP@0.5: 0.831
      AP@0.75: 0.629
      AR: 0.67
      AR@0.5: 0.9
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/top_down/deeppose/deeppose_res101_coco_256x192-2f247111_20210205.pth
- Config: configs/body_2d_keypoint/topdown_regression/coco/td-reg_res152_8xb64-210e_coco-256x192.py
  In Collection: DeepPose
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: td-reg_res152_8xb64-210e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.584
      AP@0.5: 0.842
      AP@0.75: 0.659
      AR: 0.688
      AR@0.5: 0.907
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/top_down/deeppose/deeppose_res152_coco_256x192-7df89a88_20210205.pth