Exploring Deep Learning and Transfer Learning for Colonic Polyp Classification

Table 2

CNN configuration for input subimages of size 227 × 227 × 3 and its respective accuracy in %.

Size of inputs	Number of convolutional filters/size								Connected layer
	Layer 1	Layer 2	Layer 3	Layer 4	Layer 5	Layer 6	Layer 7	Layer 8
227 × 227 × 3	96/11 × 11	256/5 × 5	384/3 × 3	384/3 × 3	256/3 × 3	384/3 × 3	384/3 × 3	4096/6 × 6	4096
Accuracy: 79.00