Estimate human pose keypoints from single image.
| Name | AP | Method | Publish Date |
|---|---|---|---|
| pose_resnet (256x192_pose_resnet_50) | 0.704 (coco2017) | TopDown | 2019 |
| openpose | 0.618 (coco2016) | BottomUp | 2017 |
| lightweight-human-pose-estimation (mobilenetv1) | 0.428 (coco2016) | BottomUp | 2018 |
- PoseResnet https://github.com/microsoft/human-pose-estimation.pytorch
- LightWeightHumanPose https://arxiv.org/pdf/1811.12004.pdf
- OpenPose https://arxiv.org/pdf/1611.08050.pdf
Pose Estimation https://paperswithcode.com/task/pose-estimation