A method and system for automatic pipeline identification
An automatic identification and pipeline technology, applied in character and pattern recognition, image enhancement, instruments, etc., can solve problems such as not being intuitive enough, pipeline system identification, and manual identification workload, so as to reduce workload and achieve accurate automatic identification Effect
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[0042] see figure 1 , a method for automatic pipeline identification, comprising the following steps:
[0043] S101. Scanning the target pipeline to obtain 3D point cloud data of the target pipeline;
[0044] S102, establishing a pipeline point cloud model according to the three-dimensional point cloud data;
[0045] S103, extract the surface markers on the pipeline in the pipeline point cloud model, use the neural network training model to identify the surface markers, and obtain the pipeline identification information of the target pipeline; wherein, the neural network training The model is generated by a neural network algorithm after performing machine learning on the feature database; the feature database includes surface marker samples and associated pipeline data corresponding to the surface marker samples.
[0046] Compared with the prior art, this embodiment obtains the point cloud data of the pipeline by scanning, establishes the pipeline point cloud model, and ext...
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