Image aesthetics information determination method, apparatus and device, and storage medium

Abstract

The invention discloses an image aesthetics information determination method, apparatus and device, and a storage medium, and belongs to the technical field of computer vision. The method comprises steps of obtaining a target image of to-be-determined aesthetics information and a target aesthetics information determination model, the target aesthetics information determination model being acquiredbased on training of a loss function, a training sample and a verification sample, the loss function being used for training a first image aesthetics information determination model through the training sample so as to obtain the initial image aesthetics information determination model, the verification sample being used for updating the initial image aesthetic information determination model toobtain a target image aesthetic information determination model; calling the target image aesthetic information determination model to process the target image to obtain aesthetic information distribution of the target image; and determining aesthetic information of the target image based on the aesthetic information distribution of the target image. According to the method, the efficiency of determining the image aesthetics information can be improved, so that the determination process of the image aesthetics information is more intelligent and more automatic.

Description

technical field [0001] The embodiments of the present application relate to the technical field of computer vision, and in particular to a method, device, device, and storage medium for determining image aesthetic information. Background technique [0002] In the field of computer vision technology, the computer simulates the human visual system and aesthetic perception to realize the automatic discrimination of image aesthetics, such as judging the classification of images with high and low aesthetics, or giving the aesthetic information of the image, or giving the image Aesthetic information distribution, so as to obtain the aesthetic information of the image. [0003] In related technologies, the aesthetic information of an image is determined based on manual annotation, that is, the target image to be processed is displayed to the target user, and the target image is scored based on the target user's own aesthetic requirements, and the target user's score is used as the ...

AI Technical Summary

Problems solved by technology

[0004] However, when the number of images that need to determine the aesthetic information is large, the images need to be scored sequentially, which takes a lot of time, resulting in low efficiency in determining the image aesthetic information

Moreover, the artificial labeling method is less intelligent, which leads to the determination process of image aesthetic information is not intelligent enough, not automatic enough

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