2D Whole-Body Keypoint Models#
BlazePose#
Performance Metrics#
Model |
AP |
AP50 |
AP75 |
APL |
AR |
AR50 |
AR75 |
ARL |
---|---|---|---|---|---|---|---|---|
Lite |
0.39 |
1.94 |
0.03 |
0.53 |
2.87 |
9.73 |
1.22 |
2.87 |
Heavy |
3.86 |
12.54 |
1.79 |
4.17 |
8.69 |
23.1 |
5.57 |
8.69 |
Runtime Metrics#
Model |
Load (ms) |
Inference (ms) |
Postprocess (ms) |
I/O (ms) |
---|---|---|---|---|
Lite |
32.17 |
0 |
0.08 |
48.59 |
Heavy |
362.62 |
165.42 |
0.19 |
54.54 |