Intelligent cloud simulation multi-modal intelligence processing method, device and equipment and storage medium

Through the intelligent cloud simulation multi-modal intelligence processing method, multi-source data preprocessing, feature extraction and fusion, cross-modal intelligence recognition and cloud simulation platform simulation, the complex problems of multi-modal intelligence data processing and analysis are solved, real-time and intelligent intelligence analysis and decision-making support are achieved.

CN119829942APending Publication Date: 2025-04-15JIHUA LAB
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Patent Information

Application Number
CN202411891590.1
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-12-20
Publication Date
2025-04-15

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Abstract

The invention relates to the field of data processing, and discloses an intelligent cloud simulation multi-modal intelligence processing method and device, equipment and a storage medium. The method comprises the following steps: acquiring a multi-source information data set, preprocessing the multi-source information data set, and acquiring text features, image features and audio features in the initial multi-source information data set by using a feature extraction model; fusing the text features, the image features and the audio features to obtain a feature multi-source intelligence data set; the method comprises the steps of establishing an intelligence data processing model based on a BERT model, inputting a feature multi-source intelligence data set into the intelligence data processing model for recognition, establishing a cloud simulation platform, inputting intelligence recognition content into the cloud simulation platform to establish a virtual intelligence space, and obtaining real-time feedback data according to an intelligence evolution plan. And adjusting the intelligence identification content based on a reinforcement learning algorithm to obtain target intelligence information. Mass multi-modal data can be processed and analyzed in real time, and instant information feedback and decision support are provided.
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