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Security automatic testing method and system for artificial intelligence virtual scene

A technology of artificial intelligence and virtual scenes, applied in the direction of neural learning methods, instruments, biological neural network models, etc., can solve problems such as costing a lot of manpower and material resources, difficult organization, strong repeatability, etc., to reduce costs and improve feasibility and reliability, the effect of reducing difficulty

Active Publication Date: 2020-07-21
TERMINUSBEIJING TECH CO LTD
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AI Technical Summary

Problems solved by technology

[0007] However, it is difficult to obtain monitoring pictures with abnormal scenes. If the monitoring pictures taken by video security cameras are screened and collected, it is inevitable that the number of monitoring picture samples used for testing is too small and the types of abnormal scenes are not comprehensive enough.
Arranging personnel and / or vehicles for posing takes a lot of manpower and material resources, and the organization is difficult, and the monitoring screen samples used for testing are often highly repetitive with each other, making it difficult to guarantee the fidelity of the screen

Method used

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  • Security automatic testing method and system for artificial intelligence virtual scene
  • Security automatic testing method and system for artificial intelligence virtual scene
  • Security automatic testing method and system for artificial intelligence virtual scene

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Embodiment Construction

[0046] 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, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0047] figure 1 It is a flow chart of an automatic security testing method for an artificial intelligence virtual scene provided by the present invention. The method specifically includes:

[0048] S1: Determine the type of abnormal scenario that the automatic test is aimed at. In the present invention, the types of abnormal scenes that can generate virtual test pictures and carry out tests include "congestion", "detention" and "retrograde" for people or veh...

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Abstract

The invention discloses a security automatic testing method and system for an artificial intelligence virtual scene. The present invention can generate a sufficient number of virtual test pictures containing predetermined types of abnormal scenes through the GAN framework, and then input the virtual test pictures into the artificial intelligence video security monitoring system to test whether the video security monitoring system can correctly and automatically identify abnormal scenes and their types , and realize automatic alarm.

Description

technical field [0001] The invention belongs to the technical field of video security monitoring, and in particular relates to an automatic security testing method and system for an artificial intelligence virtual scene. Background technique [0002] A large number of video security cameras distributed in various places in the city space, as well as the background server connected to each video security camera through the network, constitute the basic facilities of security monitoring in smart cities, which can be applied to security defense, traffic monitoring, flow analysis, target tracking, etc. All aspects of smart cities provide an important guarantee for maintaining public order and public safety. [0003] For traditional video security monitoring, only the video security camera can be used to shoot the monitoring screen, and the monitoring screen is sent back to the background server, and then transferred to the TV wall for viewing by the background server. Various a...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/08
CPCG06N3/084G06V20/41G06F18/2411
Inventor 鲍敏
Owner TERMINUSBEIJING TECH CO LTD
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