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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 artificial intelligence, can solve the problem of low image recognition accuracy

Pending Publication Date: 2021-05-28
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] At present, the data used by related technologies to identify images is red, green and blue (Red Green Blue, referred to as RGB) 3-channel data processed by geographic information software. For some multi-spectral images, the data other than the RGB channel is discarded during processing. data, resulting in low image recognition accuracy

Method used

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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

[0017] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0018] figure 1 A schematic diagram according to the first embodiment of the present application. It should be noted that the image recognition method of the embodiment of the present application can be applied to the image recognition device of the embodiment of the present application, and the device can be configured in an electronic device. Wherein, the electro...

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PUM

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Abstract

The invention discloses an image recognition method and device, electronic equipment and a storage medium, relates to the technical field of artificial intelligence, in particular to the technical fields of computer vision, deep learning and the like, and can be applied to a remote sensing imaging scene. According to the specific implementation scheme, the method includes: acquiring an image to be processed, wherein the number of first channels of the image is larger than the number of second channels of an RGB image; determining the semantic type of each pixel point in the image according to the numerical value of each pixel point in the image on each channel; and generating a recognition result of the image according to the image and the semantic type of each pixel point. According to the method, the semantic type of each pixel point in the image is determined by fully utilizing the pixel values of the pixel points of all the channels in the image, and then the image is recognized according to the semantic type of each pixel point in the image, so that the recognition precision of the image can be improved.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, specifically computer vision, deep learning and other technical fields, which can be applied to remote sensing imaging scenarios, and in particular to image recognition methods, devices, electronic equipment and storage media. Background technique [0002] With the development of artificial intelligence (AI) technology, image recognition has been greatly developed. Image recognition aims to analyze the pixel-level content of the image, extract and classify the categories of interest in the image, and is used in urban and rural planning. , flood control and disaster relief and other fields have high practical value. [0003] At present, the data used by related technologies for image recognition is red, green and blue (Red Green Blue, referred to as RGB) 3-channel data processed by geographic information software. For some multi-spectral images, the data other than the RG...

Claims

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Application Information

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IPC IPC(8): G06K9/46G06K9/62
CPCG06V10/56G06F18/214G06V20/194G06V20/70G06N3/08G06N20/00G06V20/00
Inventor 彭岩龙翔郑弘晖贾壮张滨王晓迪辛颖谷祎王云浩李超冯原韩树民
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD