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Papers/OpenPose: Realtime Multi-Person 2D Pose Estimation using P...

OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

Zhe Cao, Gines Hidalgo, Tomas Simon, Shih-En Wei, Yaser Sheikh

2018-12-18Pose EstimationMulti-Person Pose EstimationKeypoint Detection2D Pose Estimation
PaperPDFCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCode(official)CodeCodeCodeCodeCodeCodeCodeCodeCodeCodeCode

Abstract

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Results

TaskDatasetMetricValueModel
Pose EstimationCOCO test-devAP64.2OpenPose
Pose EstimationCOCO test-devAP5086.2OpenPose
Pose EstimationCOCO test-devAP7570.1OpenPose
Pose EstimationCOCO test-devAPL68.8OpenPose
Pose EstimationCOCO test-devAPM61OpenPose
Pose EstimationMPII Human PosePCKh-0.588.8OpenPose
Pose EstimationMPII Single PersonPCKh@0.122.5OpenPose
Pose EstimationMPII Single PersonPCKh@0.588.8OpenPose
Pose EstimationCrowdPoseAP Easy62.7OpenPose
Pose EstimationCrowdPoseAP Hard32.3OpenPose
Pose EstimationCrowdPoseAP Medium58.7OpenPose
3DCOCO test-devAP64.2OpenPose
3DCOCO test-devAP5086.2OpenPose
3DCOCO test-devAP7570.1OpenPose
3DCOCO test-devAPL68.8OpenPose
3DCOCO test-devAPM61OpenPose
3DMPII Human PosePCKh-0.588.8OpenPose
3DMPII Single PersonPCKh@0.122.5OpenPose
3DMPII Single PersonPCKh@0.588.8OpenPose
3DCrowdPoseAP Easy62.7OpenPose
3DCrowdPoseAP Hard32.3OpenPose
3DCrowdPoseAP Medium58.7OpenPose
Multi-Person Pose EstimationCrowdPoseAP Easy62.7OpenPose
Multi-Person Pose EstimationCrowdPoseAP Hard32.3OpenPose
Multi-Person Pose EstimationCrowdPoseAP Medium58.7OpenPose
1 Image, 2*2 StitchiCOCO test-devAP64.2OpenPose
1 Image, 2*2 StitchiCOCO test-devAP5086.2OpenPose
1 Image, 2*2 StitchiCOCO test-devAP7570.1OpenPose
1 Image, 2*2 StitchiCOCO test-devAPL68.8OpenPose
1 Image, 2*2 StitchiCOCO test-devAPM61OpenPose
1 Image, 2*2 StitchiMPII Human PosePCKh-0.588.8OpenPose
1 Image, 2*2 StitchiMPII Single PersonPCKh@0.122.5OpenPose
1 Image, 2*2 StitchiMPII Single PersonPCKh@0.588.8OpenPose
1 Image, 2*2 StitchiCrowdPoseAP Easy62.7OpenPose
1 Image, 2*2 StitchiCrowdPoseAP Hard32.3OpenPose
1 Image, 2*2 StitchiCrowdPoseAP Medium58.7OpenPose

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