Table 4.
The average time (s) of predicting an image.
Models | REZ | |||
---|---|---|---|---|
224×224 | 320×320 | 448×448 | P | |
DenseNet121 | 0.0753 | 0.0756 | 0.0772 | <0.0001 |
MobileNet | 0.0192 | 0.0199 | 0.0205 | 0.0004 |
Xception | 0.0310 | 0.0337 | 0.0345 | 0.001 |
EfficientNetB0 | 0.0473 | 0.0476 | 0.0476 | <0.0001 |
ResNet50 | 0.0342 | 0.0359 | 0.0373 | 0.0006 |
P | 0.0124 | <0.0105 | <0.0102 |
s, seconds; SD, standard deviation; REZ, resolution.
Parametric continuous variables are represented by mean ± SD and non-parametric variables are represented by median (IQR).