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 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 |
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