Method for Precise Recognition of Train Forward Target Based on Recognition Model and Classification Model
A technology of recognition model and classification model, applied in the field of image recognition of unmanned driving systems, can solve the problems such as insufficient safety and reliability of train anti-collision warning or control information, difficulty in accurately identifying the train's forward target, and reducing train operation efficiency, etc. The effect of increasing the scope of application, reducing the calculation parameters and calculation load, and improving the recognition accuracy
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[0027] The present invention will be further described in detail below in conjunction with the accompanying drawings.
[0028] see figure 1 , Figure 3 ~ Figure 6 In the shown train image acquisition system, when the train is running, the long focal length camera 2 and the short focal length camera 3 simultaneously collect the video data of the forward direction of the train in real time, and then transmit the collected video data to the industrial computer for processing by the industrial computer Afterwards, it is transmitted to the unmanned driving control system, and the braking warning information is output through the unmanned driving control system.
[0029] see figure 2 As shown, the method for accurately identifying the forward target of the train based on the recognition model and the classification model of the present invention has been completed in the industrial computer of the train, and the method includes the following steps:
[0030] Step 1: install multi...
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