Development of a Real-Time Edge AI Platform for SmartCone's vision and data streaming-based IoT applications

为 SmartCone 的视觉和基于数据流的物联网应用开发实时边缘人工智能平台

• 批准号: 556303-2020
• 负责人: Méthot, NathalieN
• 金额: $ 5.46万
• 依托单位: La Cité collégiale
• 依托单位国家: 加拿大
• 项目类别: Applied Research and Development Grants - Level 2
• 财政年份: 2022
• 资助国家: 加拿大
• 起止时间: 2022-01-01 至 2023-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=755670
• 关键词: Development; Real; Time; Edge; AI

The objective of this proposal is to prototype a software development environment for SCTI's Artificial Intelligence-based applications in the Internet of Things domain: the Real-Time Edge AI Platform. What is novel about this Platform is that it will help create real-time applications with local intelligence (Edge AI), which are completely autonomous and do not require connectivity with a Cloud server. In order to guide and validate the design of the Platform, we are also prototyping 3 Applications which use the Platform during its different stages of completion: "Intelligent Safety of Vulnerable Road Users", "Intelligent Safety for work sites", and "Situational Awareness & Understanding". Our approach to applied research is to combine Agile software development with the "Design Science Research in Information Systems" methodology, where the research outcome is an artifact (the Real-Time Edge AI Platform and the 3 Applications).

该提案的目标是为SCTI在物联网领域的基于人工智能的应用建立软件开发环境原型：实时边缘AI平台。该平台的新颖之处在于，它将帮助创建具有本地智能（边缘AI）的实时应用程序，这些应用程序完全自主，不需要与云服务器连接。为了指导和验证平台的设计，我们还在开发3个应用程序的原型，这些应用程序在不同的完成阶段使用该平台：“弱势道路使用者的智能安全”，“工作场所的智能安全”和“情境意识和理解”。我们的应用研究方法是将联合收割机敏捷软件开发与“信息系统设计科学研究”方法相结合，其中研究成果是一个工件（实时边缘AI平台和3个应用程序）。