摘要
为了培养具备创新能力的人工智能新工科人才,探索人工智能人才培养新模式新路径,进一步提升应用型高校的大数据及人工智能实验教学水平,同时能实现科研成果向业务价值的转化,提出了建设具有多模态人工智能数据分析能力的实验和科研一体化的教科研服务平台。多模态人工智能是计算机视觉和交互式人工智能模型的融合,基于应用型高校的基本特征,在分析了服务平台功能需求基础上,提出了整合大数据及人工智能核心技术引擎模块;实现了其关键核心技术多模态数据重构及转换、多模态深度学习服务平台;构建了基于平台应用的人才培养课程服务体系。可为高校在教学、管理、人工智能实训、大数据开发和可视化、大数据及人工智能课程实训资源等多方面提供核心技术应用和基础支撑。
In order to cultivate new artificial intelligence engineering talents with innovative ability,explore a new model and path to train artificial intelligence talents,further improve the teaching level of big data and artificial intelligence experimental in applied universities,and realize the transformation of scientific research results into business value,a service platform integrating experiment and scientific research with multimodal artificial intelligence data analysis capability is proposed.Multimodal artificial intelligence is the ultimate fusion of computer vision and interactive artificial intelligence models.Based on the intrinsically characteristics of application-oriented universities,it analyzes the functional requirements of the service platform and proposes an engine module that combines with the core technologies of big data and artificial.It also presents and analyzes the completion of its key core services which contain the multi-modal data reconstruction and transformation,and the realization of multi-modal deep learning service platform.Finally,the service system of talent training course based on the applications of the platform is proposed for cultivating talents.
作者
吴岸雄
赵嘉凌
黄少伟
蔡文伟
张会兵
WU Anxiong;ZHAO Jialing;HUANG Shaowei;CAI Wenwei;ZHANG Huibing(School of Computer Science and Software,Zhaoqing University,Zhaoqing 526061,Guangdong,China;Department of Information Center,Zhaoqing University,Zhaoqing 526061,Guangdong,China;Guangxi Key Laboratory of Trusted Software,Guilin University of Electronic Technology,Guilin 541004,Guangxi,China)
出处
《实验室研究与探索》
CAS
北大核心
2023年第4期188-193,共6页
Research and Exploration In Laboratory
基金
国家自然科学基金项目(62267003)
广东省教育厅教育科学规划项目(2019KTSCX199)
广东省教育厅计算机应用基础教指委高校公共计算机课程教学改革项目(2021-GGJSJ-012)
广东省科技厅科技专项资金项目(2020G1004)。
关键词
多模态
人工智能
数据分析
数据重构
实验服务平台
multi-modality
artificial intelligence
data analysis
data reconstruction
experimental service platform
