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A kind of image recognition method and electronic equipment

An electronic device and image recognition technology, applied in the field of image processing, can solve problems such as large calculation pressure of CPU

Active Publication Date: 2020-12-04
HANGZHOU HIKVISION DIGITAL TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, when there are many images to be recognized in this way of recognizing images by CPU, it will cause a large calculation pressure on the CPU.

Method used

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  • A kind of image recognition method and electronic equipment
  • A kind of image recognition method and electronic equipment
  • A kind of image recognition method and electronic equipment

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Embodiment Construction

[0086] 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.

[0087] In order to solve the problems existing in the prior art, the embodiments of the present invention provide an image recognition method and electronic equipment.

[0088] Firstly, the image recognition method provided by the embodiment of the present invention will be described below.

[0089] The image recognition method provided by the embodiment of the present invention is applied to a coprocessor in an electronic device, and the coprocessor can be a ...

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Abstract

Embodiments of the present invention provide an image recognition method and an electronic device, the method is applied to a coprocessor in the electronic device, the electronic device also includes a CPU, the method includes: receiving an image to be recognized sent by the CPU; The image is input to the pre-built content recognition neural network to obtain the content recognition result; the content recognition neural network is used to identify the category and position of the object contained in the image; the obtained object corresponding to each position is input to the pre-built attribute recognition The neural network obtains the attribute of each object; the obtained category and attribute of each object are sent to the CPU, so that the CPU uses the received object category and attribute as the image recognition result of the image to be recognized. By applying the embodiment of the present invention, it is possible to accurately identify the category and attribute of the object contained in the image by means of the content and attribute recognition neural network, and reduce the calculation pressure of the CPU.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to an image recognition method and electronic equipment. Background technique [0002] At present, it is often necessary to identify the image obtained by the camera monitoring, so as to identify the category of each object contained in the image and the attribute of each object. For example, identify the category of an object contained in a road monitoring image as a car, and identify attributes such as the model and color of the car. [0003] Among them, since the camera continuously collects image data, the number of images to be recognized is very huge. However, in related technologies, a central processing unit (CPU) is often used to process these large numbers of images to identify the categories of objects contained in these images and the attributes of these objects. [0004] However, when there are many images to be recognized in this way of recognizing images by...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/20G06N3/063G06T1/20
CPCG06N3/063G06T1/20G06V10/10
Inventor 张子敬颜奉丽王星晨朱涛
Owner HANGZHOU HIKVISION DIGITAL TECH
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