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Intelligent management system

An intelligent management system and unified technology, applied in the field of communication, can solve the problems of large amount of data and insufficient data storage, and achieve the effect of dynamic scaling, convenient storage, fast retrieval and analysis

Active Publication Date: 2019-06-18
上海仪电(集团)有限公司中央研究院
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Therefore, the intelligent management system of monitoring equipment in the prior art has the disadvantages of large amount of data and insufficient data storage

Method used

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Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0033] Such as figure 1 As shown, an intelligent management system includes: a private cloud platform 1, a resource scheduling unit 2 and a public cloud platform 3, the private cloud platform 1 includes a first unified storage unit 1.1 and an analysis network unit 1.3, and the public cloud platform 3 includes a second unified Storage unit 3.1 and training cluster 3.2.

[0034] The private cloud platform 1 is a locally deployed computing resource, used to solve the real-time and compliance requirements of the business, and uses the analysis model trained from the public cloud to perform video detection services; it includes a first unified storage unit 1.1 for Store video key frame images, mark sample data, train models, and synchronize between public cloud and private cloud; analyze network unit 1.3, use deep learning framework, use deep learning to train models, and perform relevant video / image data Effectively analyze and transform unstructured data into structured data sto...

Embodiment 2

[0039] Such as figure 2 As shown, an intelligent management system includes a private cloud platform 1, a resource scheduling unit 2 and a public cloud platform 3, and the private cloud platform 1 includes a first unified storage unit 1.1, a preprocessing unit 1.2, an analysis network unit 1.3 and data storage and analysis and a display unit 1.4; the public cloud platform 3 includes a second unified storage unit 3.1 and a training cluster 3.2; the resource scheduling unit 2 includes a marked data set 2.1, a training model 2.2 and a deployment module 2.3.

[0040] Private cloud platform 1, which is a locally deployed computing resource, is used to meet the real-time and compliance requirements of the business, and uses the analysis model trained from the public cloud to provide video detection services; including:

[0041] The preprocessing unit 1.2 is used to complete functions such as video stream capture, key frame extraction, related image clustering and noise reduction; ...

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Abstract

The invention discloses an intelligent management system, which is used for monitoring equipment and comprises a private cloud platform, a resource scheduling unit and a public cloud platform, The private cloud platform is arranged locally and comprises a first unified storage unit and an analysis network unit; The public cloud platform comprises a second unified storage unit and a training cluster; The resource scheduling unit is used for data interaction between the private cloud platform and the public cloud platform; The analysis network unit analyzes the data of the monitoring equipment and converts the unstructured data of the monitoring equipment into structured data; Wherein the training cluster is used for training a deep neural network cluster meeting business requirements and comprises a learning framework and a learning algorithm library; The first unified storage unit and the second unified storage unit are used for monitoring equipment and analyzing information storage ofthe network unit; The invention provides an intelligent management system capable of storing, analyzing and retrieving a large amount of monitoring equipment information.

Description

technical field [0001] The invention relates to the communication field, in particular to an intelligent management system. Background technique [0002] In the construction of parks, communities, and campuses, a large number of terminal perception devices are often deployed, such as cameras for vehicle management, park surveillance cameras for regional security monitoring, and camera equipment for internal asset management and monitoring of park buildings. Although the ubiquitous video surveillance network has formed a comprehensive coverage of the perception system, due to the unstructured characteristics of video data and the amount of data itself pose a certain pressure on storage resources, the existing monitoring system and management system cannot be well Solve this kind of problem. How to effectively store and analyze these sensory data, and at the same time solve the needs of fast retrieval and capture is an important goal and direction of building smart communitie...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L29/08G06K9/62G06N3/02
Inventor 高冲
Owner 上海仪电(集团)有限公司中央研究院
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