mirror of https://github.com/open-mmlab/mmpose
108 lines
3.7 KiB
YAML
108 lines
3.7 KiB
YAML
Collections:
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- Name: RTMPose
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Paper:
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Title: "RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose"
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URL: https://arxiv.org/abs/2303.07399
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README: https://github.com/open-mmlab/mmpose/blob/main/projects/rtmpose/README.md
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Models:
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-t_8xb1024-700e_body8-halpe26-256x192.py
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In Collection: RTMPose
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Metadata:
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Architecture: &id001
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- RTMPose
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Training Data: &id002
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- AI Challenger
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- COCO
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- CrowdPose
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- MPII
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- sub-JHMDB
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- Halpe
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- PoseTrack18
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Name: rtmpose-t_8xb1024-700e_body8-halpe26-256x192
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Results:
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- Dataset: Body8
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Metrics:
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Mean@0.1: 0.919
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AUC: 0.664
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-t_simcc-body7_pt-body7-halpe26_700e-256x192-6020f8a6_20230605.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-s_8xb1024-700e_body8-halpe26-256x192.py
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In Collection: RTMPose
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Metadata:
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Architecture: *id001
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Training Data: *id002
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Name: rtmpose-s_8xb1024-700e_body8-halpe26-256x192
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Results:
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- Dataset: Body8
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Metrics:
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Mean@0.1: 0.930
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AUC: 0.682
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-s_simcc-body7_pt-body7-halpe26_700e-256x192-7f134165_20230605.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-m_8xb512-700e_body8-halpe26-256x192.py
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In Collection: RTMPose
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Alias: body26
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Metadata:
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Architecture: *id001
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Training Data: *id002
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Name: rtmpose-m_8xb512-700e_body8-halpe26-256x192
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Results:
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- Dataset: Body8
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Metrics:
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Mean@0.1: 0.947
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AUC: 0.719
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-body7_pt-body7-halpe26_700e-256x192-4d3e73dd_20230605.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-l_8xb512-700e_body8-halpe26-256x192.py
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In Collection: RTMPose
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Metadata:
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Architecture: *id001
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Training Data: *id002
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Name: rtmpose-l_8xb512-700e_body8-halpe26-256x192
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Results:
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- Dataset: Body8
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Metrics:
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Mean@0.1: 0.954
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AUC: 0.732
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-l_simcc-body7_pt-body7-halpe26_700e-256x192-2abb7558_20230605.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-m_8xb512-700e_body8-halpe26-384x288.py
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In Collection: RTMPose
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Metadata:
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Architecture: *id001
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Training Data: *id002
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Name: rtmpose-m_8xb512-700e_body8-halpe26-384x288
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Results:
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- Dataset: Body8
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Metrics:
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Mean@0.1: 0.952
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AUC: 0.736
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_simcc-body7_pt-body7-halpe26_700e-384x288-89e6428b_20230605.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-l_8xb512-700e_body8-halpe26-384x288.py
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In Collection: RTMPose
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Metadata:
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Architecture: *id001
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Training Data: *id002
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Name: rtmpose-l_8xb512-700e_body8-halpe26-384x288
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Results:
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- Dataset: Body8
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Metrics:
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Mean@0.1: 0.956
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AUC: 0.744
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-l_simcc-body7_pt-body7-halpe26_700e-384x288-734182ce_20230605.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-x_8xb256-700e_body8-halpe26-384x288.py
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In Collection: RTMPose
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Metadata:
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Architecture: *id001
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Training Data: *id002
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Name: rtmpose-x_8xb256-700e_body8-halpe26-384x288
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Results:
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- Dataset: Body8
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Metrics:
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Mean@0.1: 0.957
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AUC: 0.748
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-x_simcc-body7_pt-body7-halpe26_700e-384x288-7fb6e239_20230606.pth
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