Research on the Practical Application of Multimodal Architecture-Based Intelligent Computing Services
Year: 2025
Type: article
Abstract: This paper focuses on the practical application of multimodal architectures in the field of intelligent computing services. By elaborating on key application scenarios such as audiovisual semantic understanding and image-text generation, the study explores system optimization strategies including hybrid architecture deployment and model compression and acceleration. It also clarifies the challenges faced in real-world deployment, such as data quality and cross-modal consistency, and proposes targeted solutions such as standardized annotation and dynamic verification. The research results serve as a reference for the technical implementation and industrial development of multimodal intelligent computing services, helping to address technical and managerial issues encountered in practical applications.
Source: Engineering Technology Trends
Author: Wen-Hua Zhang
Language: English
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4412689293