mmpose/configs/body_2d_keypoint/rtmpose/coco/rtmpose_coco.yml

Collections:
- Name: RTMPose
  Paper:
    Title: "RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose"
    URL: https://arxiv.org/abs/2303.07399
  README: https://github.com/open-mmlab/mmpose/blob/main/projects/rtmpose/README.md
Models:
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-t_8xb256-420e_coco-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: &id001
    - RTMPose
    Training Data: COCO
  Name: rtmpose-t_8xb256-420e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.682
      AP@0.5: 0.883
      AP@0.75: 0.759
      AR: 0.736
      AR@0.5: 0.92
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-tiny_simcc-coco_pt-aic-coco_420e-256x192-e613ba3f_20230127.pth
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-s_8xb256-420e_coco-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: rtmpose-s_8xb256-420e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.716
      AP@0.5: 0.892
      AP@0.75: 0.789
      AR: 0.768
      AR@0.5: 0.929
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-s_simcc-coco_pt-aic-coco_420e-256x192-8edcf0d7_20230127.pth
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-m_8xb256-420e_coco-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: rtmpose-m_8xb256-420e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.746
      AP@0.5: 0.899
      AP@0.75: 0.817
      AR: 0.795
      AR@0.5: 0.935
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-coco_pt-aic-coco_420e-256x192-d8dd5ca4_20230127.pth
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-l_8xb256-420e_coco-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: COCO
  Name: rtmpose-l_8xb256-420e_coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.758
      AP@0.5: 0.906
      AP@0.75: 0.826
      AR: 0.806
      AR@0.5: 0.942
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-l_simcc-coco_pt-aic-coco_420e-256x192-1352a4d2_20230127.pth
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-t_8xb256-420e_aic-coco-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: &id002
    - COCO
    - AI Challenger
  Name: rtmpose-t_8xb256-420e_aic-coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.685
      AP@0.5: 0.88
      AP@0.75: 0.761
      AR: 0.738
      AR@0.5: 0.918
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-tiny_simcc-aic-coco_pt-aic-coco_420e-256x192-cfc8f33d_20230126.pth
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-s_8xb256-420e_aic-coco-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-s_8xb256-420e_aic-coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.722
      AP@0.5: 0.892
      AP@0.75: 0.794
      AR: 0.772
      AR@0.5: 0.929
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-s_simcc-aic-coco_pt-aic-coco_420e-256x192-fcb2599b_20230126.pth
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-m_8xb256-420e_aic-coco-256x192.py
  In Collection: RTMPose
  Alias: human
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-m_8xb256-420e_aic-coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.758
      AP@0.5: 0.903
      AP@0.75: 0.826
      AR: 0.806
      AR@0.5: 0.94
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-aic-coco_pt-aic-coco_420e-256x192-63eb25f7_20230126.pth
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-l_8xb256-420e_aic-coco-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-l_8xb256-420e_aic-coco-256x192
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.765
      AP@0.5: 0.906
      AP@0.75: 0.835
      AR: 0.813
      AR@0.5: 0.942
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-l_simcc-aic-coco_pt-aic-coco_420e-256x192-f016ffe0_20230126.pth
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-m_8xb256-420e_aic-coco-384x288.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-m_8xb256-420e_aic-coco-384x288
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.770
      AP@0.5: 0.908
      AP@0.75: 0.833
      AR: 0.816
      AR@0.5: 0.943
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-aic-coco_pt-aic-coco_420e-384x288-a62a0b32_20230228.pth
- Config: configs/body_2d_keypoint/rtmpose/coco/rtmpose-l_8xb256-420e_aic-coco-384x288.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-l_8xb256-420e_aic-coco-384x288
  Results:
  - Dataset: COCO
    Metrics:
      AP: 0.773
      AP@0.5: 0.907
      AP@0.75: 0.835
      AR: 0.819
      AR@0.5: 0.942
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-l_simcc-aic-coco_pt-aic-coco_420e-384x288-97d6cb0f_20230228.pth