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 name	Number of parameters	Run time (per epoch)
DenseNet-121 [43]	7978856	21 min 10 s
DenseNet-169 [43]	28681000	24 min 59 s
Colponet [16]	6977000	16 min 27 s
Inception-Resnet-v2 [45]	55843161	15 min 36 s
CYENET	8465376	3 min 32 s
VGG19 (TL)	123642856	5 min 24 s