Visual inspection system based on deep network

Abstract

The invention discloses a visual inspection system based on a deep network, which comprises a spectral imaging system, a data processing system, an electronics system and a stereoscopic vision system, and is characterized in that the stereoscopic vision system is connected with a ranging algorithm module and a fusion output module; wherein the spectral imaging system comprises a spectral lens assembly and a visible light lens assembly; the data processing system comprises a data preprocessing module and an online monitoring template; the electronics system comprises a data acquisition module and a data output module; the stereoscopic vision system comprises a stereoscopic distance measurement module and a data fusion module. The machine vision detection can overcome the defects existing in a traditional detection method, and after the detection device is put into operation of a production line, standardized automatic detection assembly line work can be executed for a long time, so that the labor cost is greatly reduced, the production cost of an enterprise is reduced, the technical level and the automation degree of product packaging are improved, and the product quality is guaranteed.

Description

technical field [0001] The invention relates to the technical field, in particular to a visual detection system based on a deep network. Background technique [0002] With the continuous and rapid development of digital informatization, as an important part of the information industry, the printing industry has also developed by leaps and bounds, and has higher and higher quality requirements for printed products as a medium for carrying information. According to the development plan of my country's printing industry, it is necessary to use information technology to drive the traditional printing industry and transform the printing industry, and use high-tech digital technology to improve the automation level of equipment. Ensure that the printing equipment environment that can be integrated into the digital and networked computer-integrated production management will greatly shorten the production time, and at the same time, continuously reduce the labor intensity, reduce t...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a visual inspection system based on a deep network, because the printed products in the prior art will inevitably have various printing defects during large-scale automatic printing, such as incomplete characters and stains in printed instructions A series of defects such as missing printing, so it is necessary to check the printed characters in order to eliminate defective products and improve the overall quality of products. At present, workers mainly rely on workers to observe various defects with their eyes, which is easy to cause visual fatigue and low detection efficiency.

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