MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network

ECCV 2018 Muhammed KocabasSalih KaragozEmre Akbas

In this paper, we present MultiPoseNet, a novel bottom-up multi-person pose estimation architecture that combines a multi-task model with a novel assignment method. MultiPoseNet can jointly handle person detection, keypoint detection, person segmentation and pose estimation problems... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Multi-Person Pose Estimation COCO Pose Residual Network AP 0.697 # 3
Keypoint Detection COCO Pose Residual Network Validation AP 69.6 # 4