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Product and cloud data matching system and method based on machine vision

A machine vision and product technology, applied in the field of data analysis, can solve the problems of inconvenient and low efficiency in obtaining product design information, and achieve the effect of solving massive file storage, improving storage efficiency, and improving utilization.

Inactive Publication Date: 2020-09-25
HARBIN INST OF TECH
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AI Technical Summary

Problems solved by technology

[0007] The purpose of the present invention is to propose a machine vision-based product and cloud data matching system and method for the inconvenient and low-efficiency problems of obtaining product design information in the prior art

Method used

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  • Product and cloud data matching system and method based on machine vision
  • Product and cloud data matching system and method based on machine vision
  • Product and cloud data matching system and method based on machine vision

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specific Embodiment approach 1

[0057] Specific implementation mode one: refer to figure 1 and figure 2 This embodiment is described in detail. A machine vision-based product and cloud data matching system described in this embodiment includes: a local terminal product identification module and a cloud server file storage module;

[0058] The local terminal product identification module is used to identify the collected product images;

[0059] The cloud server file storage module is used to store design files of products and interact with local terminal files;

[0060] The local terminal product identification module includes a clustering unit, a cfg configuration file unit, an analysis unit, a network layer unit, a convolutional neural network construction unit, a network weight file unit, an input and output unit and a functional unit;

[0061] The clustering unit is connected with the local cfg configuration file unit, and the clustering unit transfers the labeling file of the training sample from the...

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Abstract

The invention discloses a product and cloud data matching system and method based on machine vision, relates to the technical field of data analysis, and aims to solve the problems of inconvenience and low efficiency of a mode of acquiring product design information in the prior art, and the system comprises a local terminal product identification module and a cloud server file storage module; thelocal terminal product identification module is used for identifying the acquired product image; the cloud server file storage module is used for storing a design file of a product and interacting with a local terminal file; the local terminal product identification module comprises a clustering unit, a cfg configuration file unit, an analysis unit, a network layer unit, a convolutional neural network construction unit, a network weight file unit, an input and output unit and a function unit.

Description

technical field [0001] The invention relates to the technical field of data analysis, in particular to a machine vision-based product and cloud data matching system and method. Background technique [0002] Under the rapidly changing and developing tide of intelligent manufacturing, in order to meet the functional requirements of various application scenarios, small batches, multi-variety, and personalized products have gradually become the inevitable direction of intelligent manufacturing. However, in order to meet the customer's personalized custom design of new products and formulate new manufacturing processes will inevitably cause more waste of resources, so it is particularly important to improve and upgrade on the basis of the original product design. [0003] However, the following problems exist during the product upgrade process: [0004] 1. Designing new products and formulating new manufacturing processes in order to meet customers' personalized customization wi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06F18/22G06F18/23213G06F18/214
Inventor 闫纪红梁赟王鹏翔
Owner HARBIN INST OF TECH
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