Real-time early warning method for muck truck
A muck truck and early warning system technology, applied in the field of vehicle management, can solve problems such as troublesome operation, inability to realize early warning, control, and inability to uniformly supervise muck trucks, and achieve the effect of reducing manpower input.
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[0038] A real-time early warning method for muck trucks, such as figure 1 As shown, the method includes the following steps:
[0039] S1: Real-time acquisition of video pictures of bayonet, electric police, and monitoring points;
[0040] S2: Use deep learning algorithm to detect the muck truck in the picture and identify the model and license plate of the muck truck;
[0041] In step S2, the deep learning algorithm includes:
[0042] The caffe-ssd detection network is used to detect the muck truck in the picture; for the specific process of the caffe-ssd detection network detecting the muck truck in the picture, refer to the patent CN106611162B.
[0043] The caffe-mobilenet classification network is used to identify the model of the muck truck; a lightweight deep neural network in the caffe deep learning framework.
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