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Table 6 Comparison of traditional tree barrier modeling and tree barrier modeling based on fast image recognition of transmission towers

From: Fast image recognition of transmission tower based on big data

No.

Traditional tree barrier modeling (min)

Tree barrier modeling based on fast image recognition of transmission towers within big data (min)

Increase of efficiency

Time of image recognition of transmission tower and generating power lines

Total time

Time of image recognition of transmission tower and generating power lines

Total time

1

8

32.68

2.167

26.85

17.85%

2

8

30.29

2.167

24.45

19.26%

3

8

34.28

2.167

28.44

17.02%

4

8

30.55

2.167

24.72

19.09%

5

8

39.15

2.167

33.32

14.90%

6

8

41.37

2.167

35.54

14.10%

7

8

52.10

2.167

46.27

11.20%

8

8

44.83

2.167

39.00

13.01%

9

8

41.46

2.167

35.63

14.07%

10

8

38.53

2.167

32.70

15.14%

11

8

44.48

2.167

38.64

13.12%

12

8

42.88

2.167

37.05

13.60%

13

8

45.01

2.167

39.18

12.96%

14

8

46.25

2.167

40.42

12.61%

15

8

49.18

2.167

43.34

11.86%

16

8

50.77

2.167

44.94

11.49%

17

8

40.40

2.167

34.56

14.44%

18

8

40.49

2.167

34.65

14.41%

19

8

43.06

2.167

37.22

13.55%

20

8

56.36

2.167

50.53

17.85%