Table 5 The number of observations obtained Table-6 comparative based on various EEG dataset.

From: Multi-body sensor based drowsiness detection using convolutional programmed transfer VGG-16 neural network with automatic driving mode conversion

Subject

Alert

Drowsy

Total Samples

% Alert

% Drowsy

1

0

94

94

0

100

2

197

50

247

79.76

20.24

3

45

40

85

52.94

47.06

4

25

86

111

22.52

77.48

5

48

47

95

50.53

49.47

6

105

182

287

36.59

63.41

7

53

44

97

54.64

45.36

8

15

58

73

20.55

79.45

9

182

264

446

40.81

59.19

10

79

156

235

33.62

66.38

11

61

75

136

44.85

55.15

12

13

45

58

22.41

77.59

Total

823

1142

1965

41.89

58.11

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