Street lamp intelligent detection and night state judgment method
A state judgment and intelligent detection technology, which is applied in the interpretation of photos, image data processing, instruments, etc., can solve the problems of consuming a lot of manpower and material resources, and a large number of street lights
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[0030] In order to make the technical problems, technical solutions and advantages to be solved by the present invention clearer, a detailed description will be given below in conjunction with the accompanying drawings and specific embodiments.
[0031] The present invention provides a method for street lamp intelligent detection and night state judgment, including the following steps:
[0032] Step 1. Collect street lamp pictures in the daytime environment, and manually mark the position coordinates of the street lamps in the picture;
[0033] Step 2. Use deep convolutional neural network to train street lamp detection model, the specific steps are:
[0034] 2-1. Construct the basic network layer, which is composed of 6 layers of convolutional layer, pooling layer and ReLU activation function, send the image to the basic network, and get the output o1;
[0035] 2-2. Construct a region generation network to distinguish between foreground and background. Apply a sliding window on the out...
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