Multiclassification of Endoscopic Colonoscopy Images Based on Deep Transfer Learning

Table 5

Classification results of deep transfer learning model based on data enhancement.

Model	Normal (/total)	Inflammation (/total)	Polyp (/total)	Cancer (/total)	Accuracy (%)
AlexNet-tl	89/120	56/110	79/110	31/95	58.62
VGG16-tl	119/120	72/110	87/110	82/95	82.76
VGG19-tl	106/120	52/110	91/110	67/95	72.64
ResNet50-tl	115/120	106/110	102/110	88/95	94.48
ResNet101-tl	111/120	95/110	98/110	72/95	86.44