mirror of https://github.com/open-mmlab/mmpose
73 lines
2.3 KiB
YAML
73 lines
2.3 KiB
YAML
Collections:
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- Name: LiteHRNet
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Paper:
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Title: 'Lite-HRNet: A Lightweight High-Resolution Network'
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URL: https://arxiv.org/abs/2104.06403
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README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/backbones/litehrnet.md
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Models:
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_litehrnet-18_8xb64-210e_coco-256x192.py
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In Collection: LiteHRNet
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Metadata:
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Architecture: &id001
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- LiteHRNet
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Training Data: COCO
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Name: td-hm_litehrnet-18_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: 0.642
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AP@0.5: 0.867
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AP@0.75: 0.719
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AR: 0.705
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AR@0.5: 0.911
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/top_down/litehrnet/litehrnet18_coco_256x192-6bace359_20211230.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_litehrnet-18_8xb32-210e_coco-384x288.py
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In Collection: LiteHRNet
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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_litehrnet-18_8xb32-210e_coco-384x288
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.676
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AP@0.5: 0.876
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AP@0.75: 0.746
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AR: 0.735
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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/top_down/litehrnet/litehrnet18_coco_384x288-8d4dac48_20211230.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_litehrnet-30_8xb64-210e_coco-256x192.py
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In Collection: LiteHRNet
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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_litehrnet-30_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: 0.676
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AP@0.5: 0.88
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AP@0.75: 0.756
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AR: 0.736
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AR@0.5: 0.922
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/top_down/litehrnet/litehrnet30_coco_256x192-4176555b_20210626.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_litehrnet-30_8xb32-210e_coco-384x288.py
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In Collection: LiteHRNet
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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_litehrnet-30_8xb32-210e_coco-384x288
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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: 0.883
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AP@0.75: 0.776
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AR: 0.758
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AR@0.5: 0.926
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/top_down/litehrnet/litehrnet30_coco_384x288-a3aef5c4_20210626.pth
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