Exploring Deep Learning and Transfer Learning for Colonic Polyp Classification

Table 6

Results from i-Scan1 database with images resized to 224 × 224 and cropped in 25 patches of size 224 × 224.

	CNN-F	CNN-M	CNN-S	CNN-F; MCN	CNN-M; MCN	CNN-S; MCN	Google LeNet	VGG VD16	VGG VD19	AlexNet	AlexNet MCN
Resizing image	89.33	90.67	90.00	82.00	90.67	91.42	90.67	85.33	82.67	87.33	84.67	87.70
Cropping 25 images	84.00	82.67	84.67	78.67	84.67	88.67	91.29	89.67	78.67	85.33	85.33	84.87