mirror of https://github.com/open-mmlab/mmpose
1.3 KiB
1.3 KiB
A simple yet effective baseline for 3d human pose estimation
Simple 3D baseline proposes to break down the task of 3d human pose estimation into 2 stages: (1) Image → 2D pose (2) 2D pose → 3D pose.
The authors find that "lifting" ground truth 2D joint locations to 3D space is a task that can be solved with a low error rate. Based on the success of 2d human pose estimation, it directly "lifts" 2d joint locations to 3d space.
Results and Models
Human3.6m Dataset
| Arch | MPJPE | P-MPJPE | ckpt | log | Details and Download |
|---|---|---|---|---|---|
| SimpleBaseline3D | 43.4 | 34.3 | ckpt | log | simplebaseline3d_h36m.md |