180 ActiLLM in progress
LLM-based activity recognition in an intelligent habitat
Intervention area
Smart home
Start date
January 1, 2024
End date
April 30, 2025
Research on activity recognition typically requires the processing of data from extensive sensor arrays and the development of detection models tailored to each specific usage context. These requirements limit the reuse potential of models and often lead to a duplication of research efforts. The recent surge in popularity of Large Language Models (LLMs) has underscored that these pre-trained models possess the ability to be applied across a wide range of applications with minimal need for adjustments. This mandate will focus on evaluating LLMs ability to accurately identifying various activities taking place within a smart home environment.
Lead applicant
Kévin Bouchard
Université du Québec à Chicoutimi
Informatique
6 INTER mandates
Team
Sébastien Gaboury
Université du Québec à Chicoutimi
Informatique
6 INTER mandates
Pascal Fortin
Université du Québec à Chicoutimi
Informatique et mathématique
2 INTER mandates
Charles Gouin-Vallerand
Université de Sherbrooke
École de gestion - Systèmes d'information
9 INTER mandates
Hubert Kenfack Ngankam
Université de Sherbrooke
Informatique
2 INTER mandates
Nathalie Bier
Université de Montréal
Réadaptation
8 INTER mandates