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- Collections:
- - Name: CPM
- Paper:
- Title: Convolutional pose machines
- URL: http://openaccess.thecvf.com/content_cvpr_2016/html/Wei_Convolutional_Pose_Machines_CVPR_2016_paper.html
- README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/backbones/cpm.md
- Models:
- - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_cpm_8xb64-210e_coco-256x192.py
- In Collection: CPM
- Metadata:
- Architecture: &id001
- - CPM
- Training Data: COCO
- Name: td-hm_cpm_8xb64-210e_coco-256x192
- Results:
- - Dataset: COCO
- Metrics:
- AP: 0.627
- AP@0.5: 0.862
- AP@0.75: 0.709
- AR: 0.689
- AR@0.5: 0.906
- Task: Body 2D Keypoint
- Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_cpm_8xb64-210e_coco-256x192-0e978875_20220920.pth
- - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_cpm_8xb32-210e_coco-384x288.py
- In Collection: CPM
- Metadata:
- Architecture: *id001
- Training Data: COCO
- Name: td-hm_cpm_8xb32-210e_coco-384x288
- Results:
- - Dataset: COCO
- Metrics:
- AP: 0.652
- AP@0.5: 0.865
- AP@0.75: 0.730
- AR: 0.710
- AR@0.5: 0.907
- Task: Body 2D Keypoint
- Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_cpm_8xb32-210e_coco-384x288-165487b8_20221011.pth
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