Table 5 CNN results depending on various threshold values.
Specimens | The number of pixels from the proposed CNN model with using threshold | |||||||
|---|---|---|---|---|---|---|---|---|
Threshold = none | Threshold = 100 | Threshold = 180 | Threshold = 200 | |||||
Result | Order | Result | Order | Result | Order | Result | Order | |
P1-60 | 33,987,368 | 5 | 4,318,206 | 4 | 2,016,520 | 4 | 1,532,640 | 4 |
P1-120 | 39,942,906 | 2 | 6,102,724 | 2 | 2,875,649 | 3 | 2,183,620 | 3 |
P2-60 | 35,924,210 | 4 | 3,844,416 | 5 | 1,952,067 | 5 | 1,525,105 | 5 |
P2-120 | 40,607,469 | 1 | 5,652,050 | 3 | 2,986,106 | 2 | 2,372,325 | 2 |
P3-60 | 37,277,057 | 3 | 8,239,397 | 1 | 4,814,109 | 1 | 3,952,994 | 1 |