mirror of https://github.com/open-mmlab/mmpose
75 lines
2.1 KiB
YAML
Executable File
75 lines
2.1 KiB
YAML
Executable File
Collections:
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- Name: HRNet
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Paper:
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Title: Deep high-resolution representation learning for human pose estimation
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URL: http://openaccess.thecvf.com/content_CVPR_2019/html/Sun_Deep_High-Resolution_Representation_Learning_for_Human_Pose_Estimation_CVPR_2019_paper.html
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README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/backbones/hrnet.md
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Models:
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- Config: configs/body_2d_keypoint/topdown_heatmap/humanart/td-hm_hrnet-w32_8xb64-210e_humanart-256x192.py
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In Collection: HRNet
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Metadata:
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Architecture: &id001
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- HRNet
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Training Data: &id002
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- COCO
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- Human-Art
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Name: td-hm_hrnet-w32_8xb64-210e_humanart-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.741
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AP@0.5: 0.902
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AP@0.75: 0.814
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AR: 0.795
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AR@0.5: 0.941
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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: 0.399
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AP@0.5: 0.545
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AP@0.75: 0.420
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AR: 0.466
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AR@0.5: 0.613
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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: 0.754
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AP@0.5: 0.906
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AP@0.75: 0.812
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AR: 0.783
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AR@0.5: 0.916
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/human_art/td-hm_hrnet-w32_8xb64-210e_humanart-256x192-0773ef0b_20230614.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/humanart/td-hm_hrnet-w48_8xb32-210e_humanart-256x192.py
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In Collection: HRNet
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Metadata:
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Architecture: *id001
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Training Data: *id002
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Name: td-hm_hrnet-w48_8xb32-210e_humanart-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.751
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AP@0.5: 0.905
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AP@0.75: 0.822
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AR: 0.805
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AR@0.5: 0.943
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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: 0.417
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AP@0.5: 0.553
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AP@0.75: 0.442
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AR: 0.481
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AR@0.5: 0.617
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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: 0.769
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AP@0.5: 0.906
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AP@0.75: 0.825
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AR: 0.796
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AR@0.5: 0.919
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/human_art/td-hm_hrnet-w48_8xb32-210e_humanart-256x192-05178983_20230614.pth
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