Exploring Deep Learning and Transfer Learning for Colonic Polyp Classification

Table 3

Accuracy results from different CNN configurations for inputs of size 128 × 128 × 3 in %.

Network index	Number of convolutional filters/size			Connected layer	Acc
	Layer 1	Layer 2	Layer 3
CNN-01	48/7 × 7	72/4 × 4	512/5 × 5	512	76.00
CNN-02	48/11 × 11	72/5 × 5	512/6 × 6	512	84.00
CNN-03	24/11 × 11	48/5 × 5	1024/6 × 6	1024	86.00
CNN-04	24/11 × 11	72/4 × 4	2048/5 × 5	2048	80.00
CNN-05	48/11 × 11	72/5 × 5	1024/6 × 6	1024	87.00