mmpose/configs/body_2d_keypoint/rtmpose/body8/rtmpose_body8.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/body8/rtmpose-t_8xb256-210e_body8-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: &id001
    - RTMPose
    Training Data: &id002
    - AI Challenger
    - COCO
    - CrowdPose
    - MPII
    - sub-JHMDB
    - Halpe
    - PoseTrack18
  Name: rtmpose-t_8xb256-210e_body8-256x192
  Results:
  - Dataset: Body8
    Metrics:
      AP: 0.659
      Mean@0.1: 0.914
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-t_simcc-body7_pt-body7_420e-256x192-026a1439_20230504.pth
- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-s_8xb256-210e_body8-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-s_8xb256-210e_body8-256x192
  Results:
  - Dataset: Body8
    Metrics:
      AP: 0.697
      Mean@0.1: 0.925
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-s_simcc-body7_pt-body7_420e-256x192-acd4a1ef_20230504.pth
- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-m_8xb256-210e_body8-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-m_8xb256-210e_body8-256x192
  Results:
  - Dataset: Body8
    Metrics:
      AP: 0.749
      Mean@0.1: 0.943
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-body7_pt-body7_420e-256x192-e48f03d0_20230504.pth
- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-l_8xb256-210e_body8-256x192.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-l_8xb256-210e_body8-256x192
  Results:
  - Dataset: Body8
    Metrics:
      AP: 0.767
      Mean@0.1: 0.951
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-l_simcc-body7_pt-body7_420e-256x192-4dba18fc_20230504.pth
- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-m_8xb256-210e_body8-384x288.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-m_8xb256-210e_body8-384x288
  Results:
  - Dataset: Body8
    Metrics:
      AP: 0.766
      Mean@0.1: 0.946
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-body7_pt-body7_420e-384x288-65e718c4_20230504.pth
- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-l_8xb256-210e_body8-384x288.py
  In Collection: RTMPose
  Metadata:
    Architecture: *id001
    Training Data: *id002
  Name: rtmpose-l_8xb256-210e_body8-384x288
  Results:
  - Dataset: Body8
    Metrics:
      AP: 0.783
      Mean@0.1: 0.964
    Task: Body 2D Keypoint
  Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-l_simcc-body7_pt-body7_420e-384x288-3f5a1437_20230504.pth