Benchmark

Version 1.0

Evaluation done based on Water-Meter image data of both rectangle and round faces (107 images)

Model Evaluation

ModelDescriptionAccuracy (%)

Water Meter Detection Model

Detects the water meter from the input image

96.22

OCR Model

Recognizes the Digits

76.47

Overall Accuracy

Overall accuracy of the system

73.58

Character Evaluation

NumbersTotal CountCorrect CountAccuracy (%)

0

197

188

95.43

1

85

80

94.12

2

58

53

91.38

3

69

63

91.3

4

65

62

95.38

5

57

50

87.72

6

51

43

84.31

7

52

48

92.31

8

48

40

83.33

9

59

50

84.75

Overall Accuracy based on True detection of numbers = 90 %

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