Table 1.

Results of Models Trained Using ROI Extracted Data and Raw Data

Dataset Used	Model	Accuracy (%)
Raw cervix image dataset	ResNet50	84.1
	VGG16	79.67
	Hybrid ResNet50 and MobilenetV2	88.1
	EfficienetNetB0	89
ROI extracted cervix image dataset	ResNet50	90.73
	VGG16	89
	Hybrid ResNet50 with MobilenetV2	92
	EfficienetNetB0	92.19