Table 2 OD outcome of ODHVCP-HOADL model under 80:20.

From: Internet of things driven object detection framework for consumer product monitoring using deep transfer learning and hippopotamus optimization

Class Labels

\(\:\varvec{A}\varvec{c}\varvec{c}{\varvec{u}}_{\varvec{y}}\)

\(\:\varvec{P}\varvec{r}\varvec{e}{\varvec{c}}_{\varvec{n}}\)

\(\:\varvec{R}\varvec{e}\varvec{c}{\varvec{a}}_{\varvec{l}}\)

\(\:{\varvec{F}1}_{\varvec{M}\varvec{e}\varvec{a}\varvec{s}\varvec{u}\varvec{r}\varvec{e}}\)

\(\:{\varvec{A}\varvec{U}\varvec{C}}_{\varvec{s}\varvec{c}\varvec{o}\varvec{r}\varvec{e}}\)

TRPHE (80%)

 Door

99.64

97.62

98.26

97.94

99.02

 Cabinet Door

99.10

99.26

99.20

99.23

99.07

 Refrigerator Door

99.70

98.85

98.85

98.85

99.34

 Window

99.60

96.11

98.41

97.25

99.05

 Chair

99.74

94.68

97.80

96.22

98.80

 Table

99.68

94.71

96.24

95.47

98.02

 Cabinet

99.64

92.90

95.73

94.29

97.75

 Couch

99.83

91.67

57.89

70.97

78.94

 Opened Door

99.68

91.30

85.14

88.11

92.51

Pole

99.77

100.00

55.56

71.43

77.78

 Average

99.64

95.71

88.31

90.98

94.03

TSPHE (20%)

 Door

99.40

95.24

97.09

96.15

98.34

 Cabinet Door

99.32

99.21

99.61

99.41

99.28

 Refrigerator Door

99.55

97.85

98.91

98.38

99.28

 Window

99.47

98.04

95.24

96.62

97.54

 Chair

99.55

88.89

97.56

93.02

98.59

 Table

99.55

93.75

96.77

95.24

98.23

 Cabinet

99.92

97.78

100.00

98.88

99.96

 Couch

99.62

50.00

20.00

28.57

59.96

 Opened Door

99.70

92.86

81.25

86.67

90.59

 Pole

99.55

100.00

33.33

50.00

66.67

 Average

99.56

91.36

81.98

84.29

90.84