Data processing method and device and computer readable storage medium
Through the joint input of text and images, combined with database information, the similarity of materials is calculated, which solves the problem of inaccurate retrieval in massive material databases and achieves the effect of recommended materials related to semantics and style.
Active Publication Date: 2022-04-12
TENCENT TECHNOLOGY (SHENZHEN) CO LTD
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AI Technical Summary
Problems solved by technology
Currently, material retrieval websites use text for material retrieval, that is, text for image and video material retrieval; for image material, it not only includes subject and scene information, but also complex subject attributes and relationships between multiple subjects. information; video content contains richer action information and interactive information, so it is difficult to accurately describe the retrieval purpose only by query text. material
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Embodiment Construction
[0106] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.
[0107] For ease of understanding, some nouns are briefly explained as follows:
[0108] Artificial Intelligence (AI) is a theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to unde...
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The embodiment of the invention discloses a data processing method and device based on artificial intelligence and a computer readable storage medium, and the method comprises the steps: obtaining a first material associated with a query text; obtaining a query image style vector, and obtaining a second material associated with the query image semantic vector; determining the first material and the second material as candidate materials, and obtaining a target material image style vector, a target material image semantic vector and a target material text; and sorting the candidate materials based on the query text, the query image semantic vector, the query image style vector, the target material text, the target material image semantic vector and the target material image style vector, and determining a recommended material from the sorted candidate materials. By means of the method and device, the description accuracy of the retrieval purpose can be improved, and then the accuracy of material recommendation can be improved. The embodiment of the invention can be applied to various scenes such as cloud technology, artificial intelligence, intelligent transportation, block chains and the like.
Description
[0001] This application is a divisional application of a Chinese patent application submitted to the China Patent Office on September 29, 2021, with the application number 2021111475451, and the application title "A data processing method, device, and computer-readable storage medium", and its entire content Incorporated in this application by reference. technical field [0002] The present application relates to the technical field of the Internet, and in particular to a data processing method, device, and computer-readable storage medium. Background technique [0003] With the popularization of multimedia technology and the development of computer Internet, image data has grown rapidly on an astonishing scale. The user submits the retrieval request, and the material database returns the image material or video material that meets the requirements. This process can be called material retrieval. [0004] How to find the desired material in the massive material database has ...
Claims
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IPC IPC(8): G06F16/53G06F16/583
CPCG06F16/5846G06F16/53
Owner TENCENT TECHNOLOGY (SHENZHEN) CO LTD