Automatic division method for catchment area of urban drainage pipe network
A drainage pipe network and automatic division technology, applied in the direction of neural learning methods, biological neural network models, instruments, etc., can solve the problem of low efficiency of catchment area division, achieve division accuracy improvement, improve modeling efficiency, and accelerate modeling The effect of the process
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[0126] In a certain city A, the environment configuration uses an Intel(R) Core(TM) i9-9700K processor with a main frequency of 4.0GHz, a memory of 64GB, and an NVIDIA GTX 2080Ti graphics card with 11GB of video memory. The specific process is as follows:
[0127] Step 1. Image acquisition and preprocessing of the target area of city A:
[0128] Use the omnipotent map downloader to download the remote sensing image and road extraction layer of city A from Google Earth; use ArcGIS to vectorize the remote sensing image and road extraction layer of the same geographical location and crop them into 1024×1024 primitives;
[0129] The preprocessing includes: performing HSV contrast transformation and spatial geometric transformation data enhancement processing on the original remote sensing image of city A; cutting the enhanced remote sensing image of city A and the road extraction layer according to 1024×1024; performing binary value processing on the road extraction layer proce...
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