mirror of https://github.com/open-mmlab/mmpose
52 lines
1.9 KiB
YAML
52 lines
1.9 KiB
YAML
Collections:
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- Name: SimpleBaseline2D
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Paper:
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Title: Simple baselines for human pose estimation and tracking
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URL: http://openaccess.thecvf.com/content_ECCV_2018/html/Bin_Xiao_Simple_Baselines_for_ECCV_2018_paper.html
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README: https://github.com/open-mmlab/mmpose/blob/master/docs/en/papers/algorithms/simplebaseline2d.md
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Models:
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- Config: configs/fashion_2d_keypoint/topdown_heatmap/deepfashion/td-hm_res50_8xb64-210e_deepfashion_upper-256x192.py
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In Collection: SimpleBaseline2D
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Metadata:
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Architecture: &id001
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- SimpleBaseline2D
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- ResNet
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Training Data: DeepFashion
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Name: td-hm_res50_8xb64-210e_deepfashion_upper-256x192
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Results:
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- Dataset: DeepFashion
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Metrics:
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AUC: 57.8
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EPE: 16.8
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PCK@0.2: 95.4
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Task: Fashion 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/fashion/resnet/res50_deepfashion_upper_256x192-41794f03_20210124.pth
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- Config: configs/fashion_2d_keypoint/topdown_heatmap/deepfashion/td-hm_res50_8xb64-210e_deepfashion_lower-256x192.py
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In Collection: SimpleBaseline2D
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Metadata:
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Architecture: *id001
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Training Data: DeepFashion
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Name: td-hm_res50_8xb64-210e_deepfashion_lower-256x192
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Results:
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- Dataset: DeepFashion
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Metrics:
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AUC: 74.4
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EPE: 96.5
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PCK@0.2: 10.5
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Task: Fashion 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/fashion/resnet/res50_deepfashion_lower_256x192-1292a839_20210124.pth
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- Config: configs/fashion_2d_keypoint/topdown_heatmap/deepfashion/td-hm_res50_8xb64-210e_deepfashion_full-256x192.py
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In Collection: SimpleBaseline2D
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Metadata:
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Architecture: *id001
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Training Data: DeepFashion
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Name: td-hm_res50_8xb64-210e_deepfashion_full-256x192
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Results:
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- Dataset: DeepFashion
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Metrics:
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AUC: 66.4
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EPE: 12.7
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PCK@0.2: 97.7
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Task: Fashion 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/fashion/resnet/res50_deepfashion_full_256x192-0dbd6e42_20210124.pth
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