Image recognition method and device

A technology of image recognition and recognition, which is applied in the field of image processing, can solve problems such as single recognition results, and achieve the effect of improving accuracy

Active Publication Date: 2017-01-04
BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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  • Abstract
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  • Claims
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AI Technical Summary

Problems solved by technology

For an image in a certain area, often only a single recognition result can be given

Method used

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  • Image recognition method and device
  • Image recognition method and device
  • Image recognition method and device

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Embodiment Construction

[0036] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.

[0037] figure 1 It is a flow chart of an image recognition method shown according to an exemplary embodiment. figure 2 It is a structural block diagram of a preset network model shown according to an exemplary embodiment. This embodiment is described by taking the image recognition method applied to a terminal device or a server as an example. Wherein, the terminal device is, for e...

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Abstract

The invention provides an image recognition method and device. The method comprises the steps that image data to be recognized are acquired; the image data to be recognized are input into a preset network model which comprises at least one type of processing layer and each type of processing layer comprises at least three sub-processing layers which are sequentially arranged; at least one type of processing layer is sequentially used to process the image data to be recognized to acquire the recognized image data, wherein at least three sub-processing layers in each type of processing layer sequentially process the image data to be recognized; in each type of the processing layer, the third sub-processing layer is the start; and the input of each sub-processing layer comprises at least two outputs from the preceding sub-processing layers. According to the technical scheme provided by the invention, the recognized image data can be quickly acquired; the accuracy of the preset network model is improved; and the accuracy of image recognition is improved.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, and in particular to an image recognition method and device. Background technique [0002] Image recognition is a technology that uses computers to process, analyze and understand images to identify targets and objects in various patterns. At present, image recognition technology has been widely used in many fields such as biomedicine, cargo detection, target tracking, and autonomous vehicle navigation. [0003] In the prior art, image recognition is usually performed on content in a specific field or different regions in an image are recognized to obtain different recognition results. For an image of a certain area, often only a single recognition result can be given. Contents of the invention [0004] Embodiments of the present disclosure provide an image recognition method and device. Described technical scheme is as follows: [0005] According to a first aspect of an e...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/00G06N3/08
CPCG06N3/084G06V20/00G06F18/22G06F18/24G06F18/29
Inventor 万韶华杨松陈志军
Owner BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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