mirror of https://github.com/open-mmlab/mmpose
139 lines
3.6 KiB
YAML
139 lines
3.6 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/humanart/rtmpose-l_8xb256-420e_humanart-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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- COCO
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- Human-Art
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Name: rtmpose-l_8xb256-420e_humanart-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.748
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AP@0.5: 0.901
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AP@0.75: 0.816
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AR: 0.796
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AR@0.5: 0.938
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Task: Body 2D Keypoint
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- Dataset: Human-Art
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Metrics:
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AP: 0.378
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AP@0.5: 0.521
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AP@0.75: 0.399
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AR: 0.442
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AR@0.5: 0.584
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Task: Body 2D Keypoint
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- Dataset: Human-Art(GT)
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Metrics:
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AP: 0.753
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AP@0.5: 0.905
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AP@0.75: 0.812
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AR: 0.783
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AR@0.5: 0.915
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-l_8xb256-420e_humanart-256x192-389f2cb0_20230611.pth
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- Config: configs/body_2d_keypoint/rtmpose/humanart/rtmpose-m_8xb256-420e_humanart-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-m_8xb256-420e_humanart-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.725
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AP@0.5: 0.892
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AP@0.75: 0.795
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AR: 0.775
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AR@0.5: 0.929
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Task: Body 2D Keypoint
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- Dataset: Human-Art
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Metrics:
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AP: 0.355
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AP@0.5: 0.503
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AP@0.75: 0.377
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AR: 0.417
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AR@0.5: 0.568
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Task: Body 2D Keypoint
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- Dataset: Human-Art(GT)
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Metrics:
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AP: 0.728
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AP@0.5: 0.895
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AP@0.75: 0.791
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AR: 0.759
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AR@0.5: 0.906
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-m_8xb256-420e_humanart-256x192-8430627b_20230611.pth
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- Config: configs/body_2d_keypoint/rtmpose/humanart/rtmpose-s_8xb256-420e_humanart-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_humanart-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.706
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AP@0.5: 0.888
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AP@0.75: 0.780
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AR: 0.759
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AR@0.5: 0.928
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Task: Body 2D Keypoint
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- Dataset: Human-Art
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Metrics:
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AP: 0.311
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AP@0.5: 0.462
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AP@0.75: 0.323
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AR: 0.381
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AR@0.5: 0.540
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Task: Body 2D Keypoint
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- Dataset: Human-Art(GT)
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Metrics:
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AP: 0.698
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AP@0.5: 0.893
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AP@0.75: 0.768
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AR: 0.732
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AR@0.5: 0.903
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-s_8xb256-420e_humanart-256x192-5a3ac943_20230611.pth
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- Config: configs/body_2d_keypoint/rtmpose/humanart/rtmpose-t_8xb256-420e_humanart-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-t_8xb256-420e_humanart-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.665
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AP@0.5: 0.875
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AP@0.75: 0.739
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AR: 0.721
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AR@0.5: 0.916
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Task: Body 2D Keypoint
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- Dataset: Human-Art
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Metrics:
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AP: 0.249
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AP@0.5: 0.395
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AP@0.75: 0.256
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AR: 0.323
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AR@0.5: 0.485
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Task: Body 2D Keypoint
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- Dataset: Human-Art(GT)
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Metrics:
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AP: 0.655
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AP@0.5: 0.872
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AP@0.75: 0.720
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AR: 0.693
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AR@0.5: 0.890
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmposev1/rtmpose-t_8xb256-420e_humanart-256x192-60b68c98_20230612.pth
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