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Demo-Maker / modules / rtmpose / configs / body_2d_keypoint / cid / coco / hrnet_coco.yml
Collections:
- Name: CID
  Paper:
    Title: Contextual Instance Decoupling for Robust Multi-Person Pose Estimation
    URL: https://openaccess.thecvf.com/content/CVPR2022/html/Wang_Contextual_Instance_Decoupling_for_Robust_Multi-Person_Pose_Estimation_CVPR_2022_paper.html
  README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/algorithms/cid.md
Models:
- Config: configs/body_2d_keypoint/cid/coco/cid_hrnet-w32_8xb20-140e_coco-512x512.py
  In Collection: CID
  Metadata:
    Architecture: &id001
    - CID
    - HRNet
    Training Data: COCO
  Name: cid_hrnet-w32_8xb20-140e_coco-512x512
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.704
      AP@0.5: 0.894
      AP@0.75: 0.775
      AR: 0.753
      AR@0.5: 0.928
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/cid/coco/cid_hrnet-w32_8xb20-140e_coco-512x512_42b7e6e6-20230207.pth
- Config: configs/body_2d_keypoint/cid/coco/cid_hrnet-w48_8xb20-140e_coco-512x512.py
  In Collection: CID
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: cid_hrnet-w48_8xb20-140e_coco-512x512
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.715
      AP@0.5: 0.9
      AP@0.75: 0.782
      AR: 0.765
      AR@0.5: 0.935
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/cid/coco/cid_hrnet-w48_8xb20-140e_coco-512x512_a36c3ecf-20230207.pth