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