Image processing method and device, electronic equipment and storage medium

A technology of image processing and electronic equipment, which is applied in the network field, can solve the problem of large amount of calculation of the image to be processed, and achieve the effect of improving accuracy and reducing the amount of calculation

Pending Publication Date: 2022-04-15
BEIJING KUANGSHI TECH CO LTD +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The embodiment of the present application provides an image processing method, device, electronic equipment, storage medium, and computer program product to solve the calculation of the processing of the image to be processed in order to use a large-sized convolution kernel to convolve the feature map of the image to be detected volume problem

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

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Embodiment Construction

[0026] The application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain related inventions, rather than to limit the invention. It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings.

[0027] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.

[0028] figure 1 A flow chart of the image processing method provided by the embodiment of the present application is shown, the method includes:

[0029] Step 101, acquire an image to be processed.

[0030] In this application, the image to be processed may be an image req...

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Abstract

The embodiment of the invention provides an image processing method and device. The method comprises the following steps: acquiring a to-be-processed image; determining a feature map sequence corresponding to the to-be-processed image, and dividing the feature map sequence corresponding to the to-be-processed image into a plurality of feature map groups; for each feature map group, convolution is carried out on each feature map in the feature map group by using the convolution kernel corresponding to the feature map group based on the expansion rate of the convolution kernel, and a processing result corresponding to the feature map group is obtained; and obtaining a target processing result corresponding to the to-be-processed image or a target feature map sequence for target processing based on the processing result corresponding to each feature map group.

Description

technical field [0001] The present application relates to the network field, and specifically relates to an image processing method, device, electronic equipment and storage medium. Background technique [0002] When performing object detection on an image to be processed, the image to be processed is firstly processed to obtain a processing result corresponding to the image to be detected, and then a target detection result is generated based on the processing result corresponding to the image to be detected. When processing the feature map of the image to be detected, increasing the receptive field of the feature map is a common method to improve the accuracy of the processing results corresponding to the image to be detected. [0003] Currently, a large-sized convolution kernel, such as a 7x7 convolution kernel, is usually used to convolve the feature map of the image to be detected, so as to increase the receptive field of the feature map of the image to be processed. U...

Claims

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Application Information

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Patent Type & AuthorityApplications(China)
IPC IPC(8): G06V20/56G06V10/46G06V10/82G06N3/04G06N3/08
CPCG06N3/08G06N3/045
Inventor郑安林
OwnerBEIJING KUANGSHI TECH CO LTD