Image processing method and device, intelligent terminal and storage medium

Abstract

The embodiment of the invention discloses an image processing method and device, an intelligent terminal and a storage medium, and the method comprises the steps of obtaining an initial image includedin a target application in response to a running operation instruction for the target application, and wherein the resolution of the initial image is a first resolution; calling an image restorationmodel to reconstruct the initial image to obtain a target image, wherein the resolution of the target image is a second resolution, the second resolution is larger than the first resolution, and the image restoration model is obtained by training in an image super-resolution mode; and when the target application runs to a target user interface associated with the initial image, displaying the target image in the target user interface, so that the resolution of an output image of the user interface can be improved while the package size of an application program is reduced.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular to an image processing method, device, intelligent terminal and storage medium. Background technique [0002] With the continuous development of computer technology, the application programs in the current smart terminals are also continuously enriched. In order to enrich the user's browsing (or use) experience of the application programs, the data packets of the current application programs have a large amount of image data. The image data is loaded into the user interface for display along with the running of the application program. However, compared to text data, image data will occupy a large amount of memory resources. Therefore, the more image data in the application program, the larger the size of the data packet body corresponding to the application program, and more A large amount of memory is used to support the running and downloading of the application....

AI Technical Summary

Problems solved by technology

However, compared to text data, image data will occupy a large amount of memory resources. Therefore, the more image data in the application program, the larger the size of the data packet body corresponding to the application program, and more A large amount of memory is used to support the running and downloading of the application. When a large amount of memory is occupied, the running speed of the smart terminal will decrease. In order to ensure the running speed of the smart terminal, images can be compressed and stored in the application. During the running of the application program, the image displayed on the user interface has the problem of low resolution due to image compression. From this we can see how to reduce the package size of the application program while outputting a smaller image on the user interface. High-definition images have become a current research hotspot

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