mirror of https://github.com/open-mmlab/mmpose
58 lines
1.9 KiB
YAML
58 lines
1.9 KiB
YAML
Collections:
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- Name: DeepPose
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Paper:
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Title: "Deeppose: Human pose estimation via deep neural networks"
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URL: http://openaccess.thecvf.com/content_cvpr_2014/html/Toshev_DeepPose_Human_Pose_2014_CVPR_paper.html
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README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/algorithms/deeppose.md
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Models:
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- Config: configs/body_2d_keypoint/topdown_regression/coco/td-reg_res50_8xb64-210e_coco-256x192.py
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In Collection: DeepPose
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Metadata:
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Architecture: &id001
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- DeepPose
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- ResNet
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Training Data: COCO
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Name: td-reg_res50_8xb64-210e_coco-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.541
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AP@0.5: 0.824
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AP@0.75: 0.601
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AR: 0.649
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AR@0.5: 0.893
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_regression/coco/td-reg_res50_8xb64-210e_coco-256x192-72ef04f3_20220913.pth
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- Config: configs/body_2d_keypoint/topdown_regression/coco/td-reg_res101_8xb64-210e_coco-256x192.py
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In Collection: DeepPose
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Metadata:
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Architecture: *id001
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Training Data: COCO
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Name: td-reg_res101_8xb64-210e_coco-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.562
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AP@0.5: 0.831
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AP@0.75: 0.629
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AR: 0.67
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AR@0.5: 0.9
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/top_down/deeppose/deeppose_res101_coco_256x192-2f247111_20210205.pth
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- Config: configs/body_2d_keypoint/topdown_regression/coco/td-reg_res152_8xb64-210e_coco-256x192.py
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In Collection: DeepPose
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Metadata:
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Architecture: *id001
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Training Data: COCO
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Name: td-reg_res152_8xb64-210e_coco-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.584
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AP@0.5: 0.842
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AP@0.75: 0.659
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AR: 0.688
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AR@0.5: 0.907
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/top_down/deeppose/deeppose_res152_coco_256x192-7df89a88_20210205.pth
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