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Image recognition method and device, electronic equipment and storage medium

An image recognition and image technology, applied in the field of image processing, can solve the problem of inaccurate image recognition

Pending Publication Date: 2021-04-16
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The present disclosure provides an image recognition method, device, electronic equipment, and storage medium, so as to at least solve the problem of inaccurate image recognition in related technologies

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

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Embodiment Construction

[0094] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.

[0095] It should be noted that the terms "first" and "second" in the specification and claims of the present disclosure and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. 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 consi...

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Abstract

The invention relates to an image recognition method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a pre-trained image recognition model which comprises a convolution layer, a feature integration layer and a full connection layer; obtaining a to-be-recognized image, and determining a pixel value array corresponding to the to-be-recognized image; performing convolution processing on the pixel value array through the convolution layer to obtain a feature map corresponding to the to-be-recognized image; performing feature integration on each feature point in the feature map through the feature integration layer to generate a feature sequence with an interaction relationship; and inputting the feature sequence with the interaction relationship into a full connection layer of the image recognition model, processing the feature sequence with the interaction relationship through the full connection layer, and determining a target category of the to-be-recognized image based on a processing result. According to the invention, the accuracy and precision of image recognition can be improved.

Description

technical field [0001] The present disclosure relates to the technical field of image processing, and in particular to an image recognition method, device, electronic equipment and storage medium. Background technique [0002] Image recognition refers to the technology of processing, analyzing and understanding images to identify targets and objects in various patterns, which is an important field of artificial intelligence. Image recognition technology is based on the main features of the image, and each image has its own characteristics. It can be seen that the feature extraction of the image to be recognized is an important step in the process of image recognition. [0003] In related technologies, when using a deep learning network model for image recognition, the image to be recognized can be recognized through each layer of the deep learning network model, and the sensory area of ​​each layer of nodes in the image is continuously expanded. However, each node can feel t...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/04G06N3/08G06K9/46G06F40/284
Inventor 申世伟
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD