Factory cloud system based on cloud platform and detection counting method

A cloud platform and cloud system technology, applied in computing, image data processing, computer components, etc., can solve problems such as lack of learning ability, difficulty in meeting complex and changeable detection requirements, and low accuracy

Pending Publication Date: 2022-04-08
苏州储慧智能科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the existing technology, the detection method based on traditional image processing technology has very limited feature extraction of images, it is difficult to meet the complex and changeable detection requirements, and there are problems such as lack of learning ability, low accuracy, and poor anti-interference

Method used

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  • Factory cloud system based on cloud platform and detection counting method
  • Factory cloud system based on cloud platform and detection counting method

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Embodiment Construction

[0036] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them.

[0037] according to figure 1 As shown, a factory cloud system based on cloud platform includes MES and data storage unit, factory cloud platform and model protection terminal; model training module, transmission module and model protection terminal form AI engine subsystem. The model training module is equipped with an online labeling unit, a training model unit, a testing model unit and a model management unit. The user operation module is equipped with a trial production sampling unit for sampling the trial production products. The user operation module is also equipped with a viewing function, an exception handling function and a counting alarm funct...

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Abstract

The invention relates to the technical field of machine vision and machine learning, in particular to a factory cloud system based on a cloud platform, which comprises an MES and data storage unit, a factory cloud platform and a modular protection terminal, the factory cloud platform comprises a product management module, a user operation module, a transmission module and a model training module, and the model protection terminal comprises a target counting module which can be used for updating, loading or unloading a model, and further comprises a shooting unit for obtaining pictures and machine equipment. The model training module, the transmission module and the model protection terminal form an AI engine subsystem. The terminal AI system has the function of loading and unloading the model in real time, the newly downloaded model can be started in real time for recognition work, and the deployed model can be continuously iteratively trained and updated to adapt to new changes and continuously improve the model recognition precision.

Description

technical field [0001] The invention relates to the technical fields of machine vision and machine learning, in particular to a factory cloud system and a detection and counting method based on a cloud platform. Background technique [0002] Machine vision can replace human eyes for observation and judgment in the industrial field. It has outstanding advantages such as high efficiency, high precision, good stability, high degree of automation, good safety and low comprehensive cost, and can improve the level of industrial automation. [0003] In the existing technology, the detection method based on traditional image processing technology has very limited feature extraction of images, and it is difficult to meet complex and changeable detection requirements, and there are problems such as lack of learning ability, low accuracy, and poor anti-interference. The machine vision detection method using the deep learning model can improve the detection accuracy and robustness, as w...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06V10/774G06V10/94G06V10/96G06K9/62G06F8/65G06F9/54
Inventor 曾伟国李春华
Owner 苏州储慧智能科技有限公司
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