Automated Detection and Characterization of Colon Cancer with Deep Convolutional Neural Networks

Table 5

Time comparison between our proposed DCNN and transfer learning models.

Model	Time per epochs (seconds)	Total time (minutes)
VGG-16	24 ± 2	22 ± 1
EfficientNetB0	19 ± 2	19 ± 1
ResNet101V2	20 ± 2	19 ± 1
ResNet5O	21 ± 2	18 ± 1
DenseNet121	18 ± 2	16 ± 1
MobileNetV2	17 ± 2	16 ± 1
Proposed DCNN	9 ± 2	9 ± 1