Multiclassification of Endoscopic Colonoscopy Images Based on Deep Transfer Learning

Table 6

Comparison of classification models on traditional deep learning models and deep transfer-based learning.

Model	AlexNet		VGG16		VGG19		ResNet50		ResNet101
	Traditional	Our	Traditional	Our	Traditional	Our	Traditional	Our	Traditional	Our
Acc (%)	41.86	55.81	74.42	79.07	65.12	69.77	83.72	90.70	74.42	81.40
Acc-DA (%)	50.57	58.62	76.78	82.76	67.13	72.64	87.59	94.48	79.77	86.44