AI Agent-in-a-Box: Design and Deploy Robust Edge AI Applications (Presented by Inventec)

Edge AI delivers low-latency responses and enhanced data security while operating within constrained computing resources. These edge devices serve as real-world AI agents capable of addressing diverse missions. We'll share our experiences in developing AI applications on high-performance servers and deploying solutions using edge AI boxes powered by NVIDIA Jetson platform. We'll explore real-world use cases, such as monitoring regional cloud and fog patterns, supporting medical diagnostics, detecting anomalies in production lines, and utilizing robots for assembly operations. Furthermore, we'll outline our decision-making process for selecting and optimizing algorithms to balance resource constraints with user expectations, ensuring optimal performance, efficiency, and reliability across various scenarios.