Target identification method and device, storage medium and electronic equipment

A target recognition and target technology, applied in character and pattern recognition, instruments, calculations, etc., can solve the problems of high accuracy of the total number of targets, low accuracy, and reduced accuracy of intelligent monitoring and security

Active Publication Date: 2019-05-28
CLOUDMINDS SHANGHAI ROBOTICS CO LTD
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Problems solved by technology

The disadvantage of these two algorithms is that the accuracy of the total number of identified targets is high in some scenarios, while the accura

Method used

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  • Target identification method and device, storage medium and electronic equipment
  • Target identification method and device, storage medium and electronic equipment
  • Target identification method and device, storage medium and electronic equipment

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Embodiment Construction

[0026] Specific embodiments of the present disclosure will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to illustrate and explain the present disclosure, and are not intended to limit the present disclosure.

[0027] The inventors have found that counting objects (such as crowds) in some public places through monitoring cameras has very important practical significance. For example, crowd counting in an unmanned supermarket can automatically analyze changes in passenger flow at different time periods; crowd counting at large event sites can manage and control risks in a timely manner, and avoid accidents caused by too dense crowds that are not evacuated; in addition, automatic crowd counting Counting also monitors crowd surges in real time and alerts of anomalies.

[0028] Take targeting people as an example. Crowd counting algorithms based on target detection an...

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Abstract

The invention relates to a target recognition method and device, a storage medium and electronic equipment, belongs to the field of computer vision and image recognition, and can recognize the total number of targets in any scene with high accuracy, thereby ensuring the accuracy of intelligent monitoring and security. The method comprises the steps of receiving an input image and identifying a scene category to which the input image belongs; And identifying and counting targets in the input image by a target counter corresponding to the identified scene category.

Description

technical field [0001] The present disclosure relates to the fields of computer vision and image recognition, and in particular, relates to a target recognition method, device, storage medium and electronic equipment. Background technique [0002] At present, the commonly used target counting algorithms for counting targets in some public places through surveillance cameras include target counting algorithms based on target detection and target counting algorithms based on density maps. The disadvantage of these two algorithms is that the accuracy of the total number of identified targets is high in some scenarios, while the accuracy of the total number of identified targets is low in other scenarios, which in turn leads to a reduction in the accuracy of intelligent monitoring and security. Contents of the invention [0003] The purpose of the present disclosure is to provide a target recognition method, device, storage medium and electronic equipment, which can identify t...

Claims

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Application Information

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IPC IPC(8): G06K9/00
Inventor 华敏杰南一冰廉士国
Owner CLOUDMINDS SHANGHAI ROBOTICS CO LTD
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