An Improved Convolutional Neural Network Algorithm and Its Application in Multilabel Image Labeling

Table 4

Comparisons of the AP values of the convolution neural network (CNN) and the dual-channel convolution neural network (DCCNN) to part of the vocabulary.

Vocabulary	CNN	DCCNN	Difference in AP
Plane	0.997	0.998	0.001
Bird	0.977	0.972	0.005
Boat	0.975	0.990	0.015
Bus	0.984	0.979	0.005
Dog	0.970	0.971	0.001
Horse	0.980	0.979	0.001
Train	1.0	0.999	0.001