Table 1A: Time consumed for training CNN average (seconds) ± standard deviation.

CNN4 CNN11 VGG16
ASIS 15.7 ± 0.6 15.7 ± 0.6 8.4 ± 0.5
EX13 152.0 ± 2.2 163.6 ± 3.5 72.5 ± 1.5
EX49 491.0 ± 7.5 531.9 ± 7.8 239.3 ± 2.6