Research Article

Diagnosis of Cervical Cancer based on Ensemble Deep Learning Network using Colposcopy Images

Table 4

Comparative results of proposed architecture with several parameters and run time.

Model nameNumber of parametersRun time (per epoch)

DenseNet-121 [43]797885621 min 10 s
DenseNet-169 [43]2868100024 min 59 s
Colponet [16]697700016 min 27 s
Inception-Resnet-v2 [45]5584316115 min 36 s
CYENET84653763 min 32 s
VGG19 (TL)1236428565 min 24 s