Image retrieval method, device and equipment and computer readable storage medium

Abstract

The invention provides an image retrieval method, device and equipment and a readable storage medium. The embodiment of the invention can be applied to various scenes such as cloud technology, artificial intelligence, intelligent traffic, auxiliary driving and the like; the method comprises the steps that in response to an image retrieval request for a to-be-retrieved image, hash features of the to-be-retrieved image are acquired; based on the Hash features, determining a target cluster corresponding to the Hash features of the to-be-retrieved image from at least two clusters; wherein the at least two clustering clusters are obtained by clustering a plurality of images in an image library; obtaining sorting information of each image in the target cluster, and sorting the images in the target cluster based on the sorting information to obtain an image sequence; the sorting information comprises at least one of the following information: image similarity information of the image and the to-be-retrieved image and category information of the image; and based on the image sequence, determining an image retrieval result for the to-be-retrieved image. According to the invention, the efficiency and accuracy of image retrieval can be improved.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular, to an image retrieval method, apparatus, device, computer-readable storage medium, and computer program product. Background technique [0002] With the rapid development of deep learning technology, image retrieval technology based on deep learning technology has been widely used. However, in the related art, the image retrieval method based on the depth hash feature has low image retrieval efficiency and inaccurate image retrieval due to the quantization and compression of image features. SUMMARY OF THE INVENTION [0003] Embodiments of the present application provide an image retrieval method, apparatus, device, computer-readable storage medium, and computer program product, which can improve the efficiency and accuracy of image retrieval. [0004] The technical solutions of the embodiments of the present application are implemented as follows: [0005] The em...

AI Technical Summary

Problems solved by technology

However, in related technologies, the image retrieval method based on deep hash features, due to the quantization and compression of image features, results in low image retrieval efficiency and inaccurate image retrieval.

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