Security check and identification system and control method thereof
A recognition system and control method technology, applied in the field of object recognition, can solve the problems of easy missed judgment, wrong judgment, inability to guarantee accuracy, low security inspection efficiency, etc., to shorten the security inspection time, improve the security inspection efficiency, and improve the accuracy. Effect
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[0033] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.
[0034] See figure 1 and image 3 , the security inspection identification system in a preferred embodiment of the present invention combines the reinforcement learning algorithm and the attention area and generates a network, and the security inspection identification system includes the following modules:
[0035] Object Feature Extraction Module 1: Use an X-ray machine to scan an image of an object to obtain an original picture, and input the original picture into a convolutional neural network to extract object features to obtain a feature map of the object. See Figure 4 , in this embodiment, the convolutional neural network includes a 7×7 large convolution kernel u...
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