Multiclassification of Endoscopic Colonoscopy Images Based on Deep Transfer Learning

Table 2

Classification results on the traditional deep learning model.

Model	Normal (/total)	Inflammation (/total)	Polyp (/total)	Cancer (/total)	Accuracy (%)
AlexNet	3/12	5/11	8/11	2/9	41.86
VGG16	10/12	4/11	10/11	8/9	74.42
VGG19	11/12	9/11	7/11	1/9	65.12
ResNet50	11/12	10/11	10/11	5/9	83.72
ResNet101	9/12	9/11	6/11	8/9	74.42