On-Device AI to Revolutionize Tomorrow’s Home Appliances
Session Overview
This session explores the latest research trends in On-Device AI and what it really takes to succeed in production. Drawing on hands-on experience building a refrigerator food-recognition service, Min-soo shares the technical and product challenges—and the lessons learned—when bringing models onto constrained hardware while meeting reliability, privacy, and UX requirements.
Key Topics:
- AI technology trends in the home appliance market and the evolution of AI-powered appliances
- Perspectives needed to develop on-device AI to a fully commercialized level
- Introduction to the latest on-device AI technology trends
Speaker
At the Samsung Research AI Center, Kim Min-soo has worked on applying the latest academic research into real-world products. He has extensive experience commercializing AI services across smartphones, smart TVs, and home appliances. Currently, he is leading the development of an on-device AI food recognition service for refrigerators in Samsung’s Digital Appliances division.