EfficientPose: Scalable single-person pose estimation

25 Apr 2020 Daniel Groos Heri Ramampiaro Espen Ihlen

Human pose estimation facilitates markerless movement analysis in sports, as well as in clinical applications. Still, state-of-the-art models for human pose estimation generally do not meet the requirements for real-life deployment... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Pose Estimation MPII Human Pose OpenPose PCKh-0.5 88.8 # 20
Pose Estimation MPII Human Pose EfficientPose RT PCKh-0.5 84.8 # 24
Pose Estimation MPII Human Pose EfficientPose IV PCKh-0.5 91.2 # 12

Methods used in the Paper