2D Body Keypoint Models#
MoveNet#
Performance Metrics#
Model |
AP |
AP50 |
AP75 |
APL |
AR |
AR50 |
AR75 |
ARL |
Load (ms) |
Inference (ms) |
Postprocess (ms) |
I/O (ms) |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Lightning |
51.14 |
83.6 |
52.73 |
51.14 |
55.74 |
85.41 |
57.35 |
55.74 |
66.86 |
0 |
0.14 |
55.21 |
Lightning (FP16) |
50.08 |
82.3 |
51.43 |
50.1 |
55.3 |
84.3 |
57.65 |
55.3 |
65.33 |
20.58 |
0.08 |
53.35 |
Lightning (INT8) |
44.93 |
79.28 |
44.14 |
44.93 |
50.68 |
81.56 |
51.87 |
50.68 |
29.95 |
27.47 |
0.13 |
60.46 |
Thunder |
61.19 |
89.24 |
66.9 |
61.19 |
65.53 |
90.37 |
70.82 |
65.53 |
148.48 |
71.68 |
0.07 |
49.11 |
Thunder (FP16) |
61.15 |
89.23 |
66.55 |
61.15 |
65.47 |
90.07 |
70.11 |
65.47 |
71.53 |
74.15 |
0.07 |
50.93 |
Thunder (INT8) |
57.45 |
86.94 |
60.3 |
57.45 |
62.35 |
88.04 |
65.86 |
62.35 |
60.47 |
68.46 |
0.07 |
57.23 |
Runtime Metrics#
Model |
AP |
AP50 |
AP75 |
APL |
AR |
AR50 |
AR75 |
ARL |
Load (ms) |
Inference (ms) |
Postprocess (ms) |
I/O (ms) |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Lightning |
51.14 |
83.6 |
52.73 |
51.14 |
55.74 |
85.41 |
57.35 |
55.74 |
66.86 |
0 |
0.14 |
55.21 |
Lightning (FP16) |
50.08 |
82.3 |
51.43 |
50.1 |
55.3 |
84.3 |
57.65 |
55.3 |
65.33 |
20.58 |
0.08 |
53.35 |
Lightning (INT8) |
44.93 |
79.28 |
44.14 |
44.93 |
50.68 |
81.56 |
51.87 |
50.68 |
29.95 |
27.47 |
0.13 |
60.46 |
Thunder |
61.19 |
89.24 |
66.9 |
61.19 |
65.53 |
90.37 |
70.82 |
65.53 |
148.48 |
71.68 |
0.07 |
49.11 |
Thunder (FP16) |
61.15 |
89.23 |
66.55 |
61.15 |
65.47 |
90.07 |
70.11 |
65.47 |
71.53 |
74.15 |
0.07 |
50.93 |
Thunder (INT8) |
57.45 |
86.94 |
60.3 |
57.45 |
62.35 |
88.04 |
65.86 |
62.35 |
60.47 |
68.46 |
0.07 |
57.23 |