mirror of https://github.com/open-mmlab/mmpose
99 lines
3.1 KiB
YAML
99 lines
3.1 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_8xb256-420e_body8-256x192.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_8xb256-420e_body8-256x192
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Results:
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- Dataset: Body8
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Metrics:
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AP: 0.659
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Mean@0.1: 0.914
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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_420e-256x192-026a1439_20230504.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-s_8xb256-420e_body8-256x192.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_8xb256-420e_body8-256x192
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Results:
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- Dataset: Body8
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Metrics:
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AP: 0.697
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Mean@0.1: 0.925
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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_420e-256x192-acd4a1ef_20230504.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-m_8xb256-420e_body8-256x192.py
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In Collection: RTMPose
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Alias:
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- human
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- body
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- body17
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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_8xb256-420e_body8-256x192
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Results:
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- Dataset: Body8
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Metrics:
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AP: 0.749
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Mean@0.1: 0.943
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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_420e-256x192-e48f03d0_20230504.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-l_8xb256-420e_body8-256x192.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_8xb256-420e_body8-256x192
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Results:
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- Dataset: Body8
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Metrics:
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AP: 0.767
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Mean@0.1: 0.951
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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_420e-256x192-4dba18fc_20230504.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-m_8xb256-420e_body8-384x288.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_8xb256-420e_body8-384x288
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Results:
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- Dataset: Body8
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Metrics:
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AP: 0.766
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Mean@0.1: 0.946
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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_420e-384x288-65e718c4_20230504.pth
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- Config: configs/body_2d_keypoint/rtmpose/body8/rtmpose-l_8xb256-420e_body8-384x288.py
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In Collection: RTMPose
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Alias: rtmpose-l
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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_8xb256-420e_body8-384x288
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Results:
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- Dataset: Body8
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Metrics:
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AP: 0.783
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Mean@0.1: 0.964
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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_420e-384x288-3f5a1437_20230504.pth
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