How to Build an Edge AI Application | Manufacturing Defect Detection Example and Implementation
Автор: Modzy
Загружено: 2023-10-24
Просмотров: 366
🤖 Ready to transform your manufacturing quality control with Edge AI? Join us in this video as we walk you through the process of creating an edge AI application that performs defect detection from scratch. We'll cover key principles and demonstrate how to scale your solution for efficiency and reliability.
🔧 In this video, you'll learn:
How to separate model logic and application logic for streamlined management.
The importance of protocols, networking, and reliability in an Edge AI system.
The importance of containerization for optimal resource allocation and scalability.
How to build a real-time defect detection solution using a custom YOLO model.
How to monitor and manage multiple edge devices from a centralized interface.
Witness a live demo of a solution that leverages an Nvidia Jetson Nano device running defect detection and see how it can enhance your manufacturing quality control processes.
#machinelearning #iiot #smartmanufacturing
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