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Table 6 Detection results

From: Study on deep learning-based detection of viable cell count in dialysis fluid images

File name

Number of colonies (detection)

Correct

Model n

Model s

Model m

Model l

NG01.jpg

1

1

1

1

1

NG02.jpg

3

3

3

2

3

NG03.jpg

4

4

4

4

4

NG04.jpg

0

0

0

1

1

NG05.jpg

2

5

4

3

3

NG06.jpg

2

1

1

1

1

NG07.jpg

2

3

2

2

2

OK01.jpg

0

0

0

0

0

OK02.jpg

0

0

0

0

0

OK03.jpg

0

1

0

0

0

OK04.jpg

0

1

0

0

0

OK05.jpg

0

0

0

0

0

OK06.jpg

0

0

0

0

0

OK07.jpg

0

0

0

0

0

Completion rate

78.6%

64.3%

85.7%

92.9%

 
  1. The following table shows the inference results (number of colonies) and the numberof correct colonies after inputting test data into each model.