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 | MIPNet (gt-bb) | AP50 | 89.7 | — | Unverified |
| 2 | I²R-Net (1st stage:TransPose-H) | AP50 | 85 | — | Unverified |
| 3 | TransPose-H | AP50 | 82.7 | — | Unverified |
| 4 | HRFormer-B | AP50 | 81.4 | — | Unverified |
| 5 | SPM | AP50 | 67.5 | — | Unverified |
| 6 | CrowdPose | AP50 | 40.8 | — | Unverified |
| 7 | SimplePose | AP50 | 37.4 | — | Unverified |
| 8 | Mask R-CNN | AP50 | 33.2 | — | Unverified |