Benchmark

Version 1.0

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

Model Evaluation

Model
Description
Accuracy (%)
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

Numbers
Total Count
Correct Count
Accuracy (%)
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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Version 1.0