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Image recognition method, device, system, electronic equipment and storage medium

An image recognition and image technology, applied in the computer field, can solve the problem of low accuracy of image recognition, achieve the effect of improving accuracy, solving low accuracy, and high accuracy

Active Publication Date: 2022-06-07
SHENZHEN LUMIUNITED TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In order to solve the problem of low accuracy of image recognition based on the image recognition model in the related art, each embodiment of the present invention provides an image recognition method, device, system, electronic equipment and storage medium

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  • Image recognition method, device, system, electronic equipment and storage medium
  • Image recognition method, device, system, electronic equipment and storage medium
  • Image recognition method, device, system, electronic equipment and storage medium

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Embodiment Construction

[0030] The description will now be made in detail of exemplary embodiments, examples of which are illustrated in the accompanying drawings. Where the following description refers to the drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the illustrative examples below are not intended to represent all implementations consistent with the present invention. Rather, they are merely examples of apparatus and methods consistent with some aspects of the invention as recited in the appended claims.

[0031] figure 1 It is a schematic diagram of the implementation environment involved in an image recognition method. The implementation environment is a smart home scenario, and the smart home scenario includes a gateway 110 , a client 130 deployed in the gateway 110 , and a server 150 .

[0032] Specifically, the client 130 is pre-deployed in the gateway 110 , communicates with the gatew...

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Abstract

The invention discloses an image recognition method, device, system, electronic equipment and storage medium. The method includes: the client receives the basic model issued by the server; and the locally stored recognized image is used as a training sample, and the The basic model performs local model training to obtain the training data of the basic model from the client; upload the training data of the client to the server, so that the server performs training data on the basic model according to different client training data. The model is trained on the cloud model; the image recognition model obtained by the server through the cloud model training is received and updated as a local image recognition model, and image recognition is performed on the locally collected image to be recognized based on the updated local image recognition model. The image recognition method, device, system, electronic equipment and storage medium provided by the present invention solve the problem of low accuracy of image recognition based on the image recognition model in the prior art.

Description

technical field [0001] The present invention relates to the field of computer technology, and in particular, to an image recognition method, device, system, electronic device and storage medium. Background technique [0002] With the development of computer technology, machine learning models have been widely used in various user scenarios. For example, in a smart home scenario, a camera is installed in the user's home, and based on the image recognition model running in the camera, image recognition is performed on the collected image to be recognized, so as to monitor whether there is an abnormality in the user's home in real time. Someone other than the member entered the user's home. [0003] At present, machine learning models, including image recognition models, are trained based on a large number of training samples. The source of training samples is mainly manually annotated images. The inventor realized that this approach not only relies too much on manual annotati...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06N20/00
CPCG06N20/00G06F18/214
Inventor 曲晓峰
Owner SHENZHEN LUMIUNITED TECH CO LTD