Multi-Person Pose Estimation
Multi-person pose estimation is the task of estimating the pose of multiple people in one frame.
( Image credit: Human Pose Estimation with TensorFlow )
Papers
Showing 1–10 of 151 papers
All datasetsCrowdPoseCOCO (Common Objects in Context)COCO test-devMPII Multi-PersonOCHumanCOCO minivalPoseTrack2018PoseTrack2017WAFCOCOMulti-Person PoseTrackPoseTrack21
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SCIO (HRNet-48) | AP | 79.2 | — | Unverified |
| 2 | HRNet-W48plus | AP | 78.7 | — | Unverified |
| 3 | HRNet-W32 | AP | 76.2 | — | Unverified |
| 4 | ResNet50 | AP | 73.7 | — | Unverified |
| 5 | HigherHRNet (ScaleNet_P4) | AP | 71.6 | — | Unverified |
| 6 | HigherHRNet (HR-Net-48) | AP | 70.5 | — | Unverified |
| 7 | SMPR (HR-Net-32) | AP | 70.2 | — | Unverified |
| 8 | PersonLab | AP | 68.7 | — | Unverified |
| 9 | Identity Mapping Hourglass | AP | 68.1 | — | Unverified |
| 10 | SPM | AP | 66.9 | — | Unverified |