Fig. 1 Overview of architecture.

B. Channel Conversion Module

Each channel of the feature map contains different feature information. To make better use of this information, the relationship between channels of the feature map is modeled explicitly. Higher weights are assigned to channels with higher semantic characterization ability, so as to improve the sensitivity of the model to important feature information. The structure of channel conversion module is shown in Fig. 2.