mirror of https://github.com/open-mmlab/mmpose
73 lines
2.2 KiB
YAML
73 lines
2.2 KiB
YAML
Collections:
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- Name: MSPN
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Paper:
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Title: Rethinking on Multi-Stage Networks for Human Pose Estimation
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URL: https://arxiv.org/abs/1901.00148
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README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/backbones/mspn.md
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Models:
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_mspn50_8xb32-210e_coco-256x192.py
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In Collection: MSPN
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Metadata:
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Architecture: &id001
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- MSPN
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Training Data: COCO
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Name: td-hm_mspn50_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: 0.723
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AP@0.5: 0.895
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AP@0.75: 0.794
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AR: 0.788
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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/top_down/mspn/mspn50_coco_256x192-8fbfb5d0_20201123.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_2xmspn50_8xb32-210e_coco-256x192.py
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In Collection: MSPN
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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_2xmspn50_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: 0.754
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AP@0.5: 0.903
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AP@0.75: 0.826
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AR: 0.816
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AR@0.5: 0.942
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/top_down/mspn/2xmspn50_coco_256x192-c8765a5c_20201123.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_3xmspn50_8xb32-210e_coco-256x192.py
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In Collection: MSPN
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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_3xmspn50_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: 0.758
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AP@0.5: 0.904
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AP@0.75: 0.83
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AR: 0.821
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AR@0.5: 0.943
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/top_down/mspn/3xmspn50_coco_256x192-e348f18e_20201123.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_4xmspn50_8xb32-210e_coco-256x192.py
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In Collection: MSPN
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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_4xmspn50_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: 0.765
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AP@0.5: 0.906
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AP@0.75: 0.835
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AR: 0.826
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AR@0.5: 0.943
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/top_down/mspn/4xmspn50_coco_256x192-7b837afb_20201123.pth
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