embedded world NA 2025

Reality Check: Deploying Computer Vision and LLMs at the Edge (Room 303B)

04 Nov 25
10:25 AM - 10:50 AM

Tracks: Embedded AI: Vision 1

Speaker(s): Mark Antonelli
AI workloads are moving closer to where data is generated — but how close can we really get? This talk explores the evolving landscape of deploying advanced AI models, including computer vision (CV) and large language models (LLMs), on embedded and edge devices. We’ll cut through the hype and address the practical challenges, current solutions, and architectural trade-offs involved in getting these models to work reliably and efficiently at the edge.