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hrnet_coco.yml
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hrnet_coco.yml
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Collections:
- Name: DEKR
Paper:
Title: Bottom-up human pose estimation via disentangled keypoint regression
URL: https://arxiv.org/abs/2104.02300
README: https://github.com/open-mmlab/mmpose/blob/master/docs/en/papers/algorithms/dekr.md
Models:
- Config: configs/body/2d_kpt_sview_rgb_img/disentangled_keypoint_regression/coco/hrnet_w32_coco_512x512.py
In Collection: DEKR
Metadata:
Architecture: &id001
- DEKR
- HRNet
Training Data: COCO
Name: disentangled_keypoint_regression_hrnet_w32_coco_512x512
Results:
- Dataset: COCO
Metrics:
AP: 0.68
AP@0.5: 0.868
AP@0.75: 0.745
AR: 0.728
AR@0.5: 0.897
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/bottom_up/dekr/hrnet_w32_coco_512x512-2a3056de_20220928.pth
- Config: configs/body/2d_kpt_sview_rgb_img/disentangled_keypoint_regression/coco/hrnet_w48_coco_640x640.py
In Collection: DEKR
Metadata:
Architecture: *id001
Training Data: COCO
Name: disentangled_keypoint_regression_hrnet_w48_coco_640x640
Results:
- Dataset: COCO
Metrics:
AP: 0.709
AP@0.5: 0.876
AP@0.75: 0.773
AR: 0.758
AR@0.5: 0.909
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/bottom_up/dekr/hrnet_w48_coco_640x640-8854b2f1_20220930.pth
- Config: configs/body/2d_kpt_sview_rgb_img/disentangled_keypoint_regression/coco/hrnet_w32_coco_512x512_multiscale.py
In Collection: DEKR
Metadata:
Architecture: *id001
Training Data: COCO
Name: disentangled_keypoint_regression_hrnet_w32_coco_512x512_multiscale
Results:
- Dataset: COCO
Metrics:
AP: 0.705
AP@0.5: 0.878
AP@0.75: 0.767
AR: 0.759
AR@0.5: 0.921
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/bottom_up/dekr/hrnet_w32_coco_512x512-2a3056de_20220928.pth
- Config: configs/body/2d_kpt_sview_rgb_img/disentangled_keypoint_regression/coco/hrnet_w48_coco_640x640_multiscale.py
In Collection: DEKR
Metadata:
Architecture: *id001
Training Data: COCO
Name: disentangled_keypoint_regression_hrnet_w48_coco_640x640_multiscale
Results:
- Dataset: COCO
Metrics:
AP: 0.722
AP@0.5: 0.882
AP@0.75: 0.785
AR: 0.778
AR@0.5: 0.928
Task: Body 2D Keypoint
Weights: https://download.openmmlab.com/mmpose/bottom_up/dekr/hrnet_w48_coco_640x640-8854b2f1_20220930.pth