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: YOLOXPose
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Paper:
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Title: 'YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss'
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URL: https://arxiv.org/abs/2204.06806
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README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/algorithms/yolopose.md
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Models:
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- Config: configs/body_2d_keypoint/yoloxpose/coco/yoloxpose_tiny_4xb64-300e_coco-416.py
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In Collection: YOLOXPose
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Metadata:
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Architecture: &id001
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- YOLOXPose
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Training Data: COCO
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Name: yoloxpose_tiny_4xb64-300e_coco-416
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.526
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AP@0.5: 0.793
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AP@0.75: 0.556
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AR: 0.571
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AR@0.5: 0.833
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/yolox_pose/yoloxpose_tiny_4xb64-300e_coco-416-76eb44ca_20230829.pth
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- Config: configs/body_2d_keypoint/yoloxpose/coco/yoloxpose_s_8xb32-300e_coco-640.py
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In Collection: YOLOXPose
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Metadata:
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Architecture: *id001
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Training Data: COCO
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Name: yoloxpose_s_8xb32-300e_coco-640
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.641
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AP@0.5: 0.872
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AP@0.75: 0.702
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AR: 0.682
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AR@0.5: 0.902
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Task: Body 2D Keypoint
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Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/yolox_pose/yoloxpose_s_8xb32-300e_coco-640-56c79c1f_20230829.pth
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- Config: configs/body_2d_keypoint/yoloxpose/coco/yoloxpose_m_8xb32-300e_coco-640.py
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In Collection: YOLOXPose
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Metadata:
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Architecture: *id001
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Training Data: COCO
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Name: yoloxpose_m_8xb32-300e_coco-640
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.695
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AP@0.5: 0.899
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AP@0.75: 0.766
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AR: 0.733
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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/v1/body_2d_keypoint/yolox_pose/yoloxpose_m_8xb32-300e_coco-640-84e9a538_20230829.pth
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- Config: configs/body_2d_keypoint/yoloxpose/coco/yoloxpose_l_8xb32-300e_coco-640.py
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In Collection: YOLOXPose
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Metadata:
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Architecture: *id001
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Training Data: COCO
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Name: yoloxpose_l_8xb32-300e_coco-640
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Results:
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- Dataset: COCO
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Metrics:
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AP: 0.712
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AP@0.5: 0.901
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AP@0.75: 0.782
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AR: 0.749
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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/v1/body_2d_keypoint/yolox_pose/yoloxpose_l_8xb32-300e_coco-640-de0f8dee_20230829.pth
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