mirror of https://github.com/open-mmlab/mmpose
73 lines
2.4 KiB
YAML
73 lines
2.4 KiB
YAML
Collections:
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- Name: RSN
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Paper:
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Title: Learning Delicate Local Representations for Multi-Person Pose Estimation
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URL: https://link.springer.com/chapter/10.1007/978-3-030-58580-8_27
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README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/backbones/rsn.md
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Models:
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_rsn18_8xb32-210e_coco-256x192.py
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In Collection: RSN
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Metadata:
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Architecture: &id001
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- RSN
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Training Data: COCO
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Name: td-hm_rsn18_8xb32-210e_coco-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.704
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AP@0.5: 0.887
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AP@0.75: 0.781
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AR: 0.773
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AR@0.5: 0.927
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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_rsn18_8xb32-210e_coco-256x192-9049ed09_20221013.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_rsn50_8xb32-210e_coco-256x192.py
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In Collection: RSN
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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_rsn50_8xb32-210e_coco-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.724
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AP@0.5: 0.894
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AP@0.75: 0.799
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AR: 0.79
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AR@0.5: 0.935
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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_rsn50_8xb32-210e_coco-256x192-c35901d5_20221013.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_2xrsn50_8xb32-210e_coco-256x192.py
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In Collection: RSN
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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_2xrsn50_8xb32-210e_coco-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.748
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AP@0.5: 0.9
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AP@0.75: 0.821
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AR: 0.81
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AR@0.5: 0.939
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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_2xrsn50_8xb32-210e_coco-256x192-9ede341e_20221013.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_3xrsn50_8xb32-210e_coco-256x192.py
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In Collection: RSN
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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_3xrsn50_8xb32-210e_coco-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.75
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AP@0.5: 0.9
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AP@0.75: 0.824
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AR: 0.814
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AR@0.5: 0.941
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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_3xrsn50_8xb32-210e_coco-256x192-c3e3c4fe_20221013.pth
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