mirror of https://github.com/open-mmlab/mmpose
122 lines
4.1 KiB
YAML
122 lines
4.1 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/main/docs/src/papers/algorithms/simplebaseline2d.md
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Models:
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-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: COCO
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Name: td-hm_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: 0.718
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AP@0.5: 0.898
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AP@0.75: 0.796
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AR: 0.774
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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_res50_8xb64-210e_coco-256x192-04af38ce_20220923.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-384x288.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: COCO
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Name: td-hm_res50_8xb64-210e_coco-384x288
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.731
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AP@0.5: 0.9
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AP@0.75: 0.799
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AR: 0.782
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AR@0.5: 0.937
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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_res50_8xb64-210e_coco-384x288-7b8db90e_20220923.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb64-210e_coco-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: COCO
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Name: td-hm_res101_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: 0.728
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AP@0.5: 0.904
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AP@0.75: 0.809
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AR: 0.783
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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/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb64-210e_coco-256x192-065d3625_20220926.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb32-210e_coco-384x288.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: COCO
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Name: td-hm_res101_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: 0.749
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AP@0.5: 0.906
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AP@0.75: 0.817
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AR: 0.799
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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_res101_8xb64-210e_coco-256x192-065d3625_20220926.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-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: COCO
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Name: td-hm_res152_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: 0.736
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AP@0.5: 0.904
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AP@0.75: 0.818
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AR: 0.791
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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/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-256x192-0345f330_20220928.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-384x288.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: COCO
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Name: td-hm_res152_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: 0.75
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AP@0.5: 0.908
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AP@0.75: 0.821
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AR: 0.8
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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/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-384x288-7fbb906f_20220927.pth
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- Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_fp16-8xb64-210e_coco-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: COCO
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Name: td-hm_res50_fp16-8xb64-210e_coco-256x192
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.716
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AP@0.5: 0.898
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AP@0.75: 0.798
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AR: 0.772
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AR@0.5: 0.937
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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_res50_fp16-8xb64-210e_coco-256x192-463da051_20220927.pth
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