Similar picture searching method and device, equipment and storage medium
A technology for similar pictures and pictures, applied in the field of artificial intelligence, can solve the problems of low accuracy of finding similar pictures, strict requirements for picture size, and single comparison method, and achieves the effect of reducing size requirements, reducing difficulty, and improving accuracy
Pending Publication Date: 2022-03-18
平安付科技服务有限公司
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[0003] In view of this, the embodiment of the present application provides a similar picture search method, device, equipment and storage medium, which can solve the problem that the existing picture search method has strict requirements on picture size when comparing pictures, which can only be used for Comparison of pictures of the same size, or / and the comparison method is single, and limitations such as inability to compare from multiple aspects lead to low accuracy in finding similar pictures
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[0046] In order to make the purpose, technical solution and advantages of the present application clearer, the present 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 the present application, and are not intended to limit the present application.
[0047] see figure 1 , figure 1 It is an implementation flowchart of a method for searching similar pictures provided by the embodiment of the present application. The details are as follows:
[0048] S11: Perform chromaticity analysis on a pixel-by-pixel basis for the first picture input by the user and the second picture obtained from the picture material library, and obtain pixel color sets corresponding to the first picture and the second picture.
[0049] In this embodiment, the first picture is a reference picture input by the user for searching similar pictures. ...
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The invention is suitable for the technical field of artificial intelligence, and provides a similar picture searching method and device, equipment and a storage medium, and the method comprises the steps: carrying out the chroma analysis of a first picture inputted by a user and a second picture obtained from a picture material library according to pixel points, obtaining pixel point color sets corresponding to the first picture and the second picture; performing similarity comparison on the first picture and the second picture according to the pixel point color set, and calculating the similarity between the first picture and the second picture; according to the similarity, judging whether the second picture meets a preset similar picture initial judgment condition, and if yes, obtaining an object label corresponding to the second picture from a picture material library; and according to the object label, carrying out object detection processing on the first picture by adopting a preset object detection model, judging whether the first picture contains an object correspondingly represented by the object label, and if so, determining the second picture as a similar picture of the first picture, thereby improving the similar picture searching accuracy.
Description
technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular to a method, device, equipment and storage medium for searching similar pictures. Background technique [0002] With the development of Internet technology, Internet data is becoming larger and larger, and search technology has attracted more and more attention in fields, especially the search technology of searching images by image, which has been widely used in the field of e-commerce. By searching images by image, people can find other related products based on a picture of a product. The current common method of image search technology is to search by comparing the feature similarity between pictures. However, based on the steps of image feature extraction, analysis, and comparison, the existing image search method When comparing images, there are limitations such as strict requirements on the size of the images, which can only be compared for imag...
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IPC IPC(8): G06F16/583
CPCG06F16/5838G06N20/00G06Q30/0601G06F18/22G06F18/241
Inventor 章亮刘立平
Owner 平安付科技服务有限公司