Vehicle-mounted track inspection device and method based on deep learning

Abstract

The invention discloses a vehicle-mounted track inspection device and method, and aims to solve the problems of low efficiency, low safety and the like of traditional manual inspection and detect obtained image information through a detection model in a server through an image acquisition module on the basis of a machine vision principle. A report is generated according to the detected defect position and type, and the detected defect picture is stored in a database for manual rechecking. The vehicle-mounted track inspection device has the advantages of being simple in structure, high in unit density, clear in image, high in accuracy, high in anti-interference performance and the like; and according to the vehicle-mounted track inspection method, detection of different defects of a set of working image data is achieved within one time of skylight working time, such as fastener missing and fastener skewing, foreign matter invasion and track plate cracks. The collected images can be manually checked in the later period, so that field inspection of personnel is avoided, and the detection efficiency is improved.

Description

technical field [0001] The invention belongs to the technical field of track inspection, and in particular relates to a vehicle-mounted track inspection device and method based on deep learning. Background technique [0002] Compared with other transportation methods, railway transportation has large transportation volume, long transportation distance, high degree of safety, low transportation cost and is less affected by the climate environment. It plays an irreplaceable role in the comprehensive transportation network and contributes to the construction of the national economy. Provides reliable protection and strong support. In practice, the acceleration of the train's running speed and the heavy transport load have brought convenience to people, and at the same time, they have brought extremely severe tests to the safety of railway operation and the maintenance of rails. [0003] With the implementation of my country's railway speed-up strategy, there are higher require...

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to provide a vehicle-mounted track inspection device and method based on deep learning to solve the problems of low efficiency and low safety of traditional manual inspection

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