mirror of https://github.com/open-mmlab/mmpose
41 lines
1.4 KiB
YAML
41 lines
1.4 KiB
YAML
Collections:
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- Name: ViPNAS
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Paper:
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Title: 'ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search'
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URL: https://arxiv.org/abs/2105.10154
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README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/backbones/vipnas.md
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Models:
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_vipnas-mbv3_8xb64-210e_coco-256x192.py
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In Collection: ViPNAS
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Metadata:
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Architecture: &id001
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- ViPNAS
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Training Data: COCO
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Name: td-hm_vipnas-mbv3_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: 0.7
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AP@0.5: 0.887
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AP@0.75: 0.783
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AR: 0.758
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AR@0.5: 0.929
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Task: Body 2D Keypoint
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Weights: (https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_vipnas-mbv3_8xb64-210e_coco-256x192-e0987441_20221010.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_vipnas-res50_8xb64-210e_coco-256x192.py
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In Collection: ViPNAS
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Metadata:
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Architecture: *id001
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Training Data: COCO
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Name: td-hm_vipnas-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: 0.711
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AP@0.5: 0.894
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AP@0.75: 0.787
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AR: 0.769
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AR@0.5: 0.934
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_vipnas-res50_8xb64-210e_coco-256x192-35d4bff9_20220917.pth
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