mirror of https://github.com/open-mmlab/mmpose
57 lines
1.7 KiB
YAML
57 lines
1.7 KiB
YAML
Collections:
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- Name: RTMO
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Paper:
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Title: 'RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation'
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URL: https://arxiv.org/abs/2312.07526
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README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/algorithms/rtmo.md
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Models:
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- Config: configs/body_2d_keypoint/rtmo/coco/rtmo-s_8xb32-600e_coco-640x640.py
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In Collection: RTMO
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Metadata:
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Architecture: &id001
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- RTMO
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Training Data: CrowdPose
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Name: rtmo-s_8xb32-600e_coco-640x640
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Results:
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- Dataset: CrowdPose
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Metrics:
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AP: 0.673
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AP@0.5: 0.878
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AP@0.75: 0.737
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AR: 0.715
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AR@0.5: 0.908
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmo/rtmo-s_8xb32-600e_coco-640x640-8db55a59_20231211.pth
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- Config: configs/body_2d_keypoint/rtmo/coco/rtmo-m_16xb16-600e_coco-640x640.py
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In Collection: RTMO
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Metadata:
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Architecture: *id001
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Training Data: CrowdPose
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Name: rtmo-m_16xb16-600e_coco-640x640
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Results:
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- Dataset: CrowdPose
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Metrics:
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AP: 0.709
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AP@0.5: 0.890
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AP@0.75: 0.778
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AR: 0.747
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AR@0.5: 0.920
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmo/rtmo-m_16xb16-600e_coco-640x640-6f4e0306_20231211.pth
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- Config: configs/body_2d_keypoint/rtmo/coco/rtmo-l_16xb16-600e_coco-640x640.py
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In Collection: RTMO
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Metadata:
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Architecture: *id001
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Training Data: CrowdPose
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Name: rtmo-l_16xb16-600e_coco-640x640
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Results:
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- Dataset: CrowdPose
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Metrics:
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AP: 0.724
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AP@0.5: 0.899
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AP@0.75: 0.788
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AR: 0.762
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AR@0.5: 0.927
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/projects/rtmo/rtmo-l_16xb16-600e_coco-640x640-516a421f_20231211.pth
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