Multiclassification of Endoscopic Colonoscopy Images Based on Deep Transfer Learning

Table 3

Classification results on the deep transfer learning model.

Model	Normal (/total)	Inflammation (/total)	Polyp (/total)	Cancer (/total)	Accuracy (%)
AlexNet-tl	6/12	6/11	8/11	4/9	55.81
VGG16-tl	10/12	7/11	10/11	7/9	79.07
VGG19-tl	9/12	8/11	8/11	5/9	69.77
ResNet50-tl	11/12	10/11	10/11	8/9	90.70
ResNet101-tl	10/12	9/11	8/11	8/9	81.40