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FlowAR: une plateforme uniformis\'ee pour la reconnaissance des activit\'es humaines \`a partir de capteurs binaires

Ncibi, Ali, Bouganim, Luc, Pucheral, Philippe

arXiv.org Artificial Intelligence

This demo showcases a platform for developing human activity recognition (AR) systems, focusing on daily activities using sensor data, like binary sensors. With a data-driven approach, this platform, named FlowAR, features a three-step pipeline (flow): data cleaning, segmentation, and personalized classification. Its modularity allows flexibility to test methods, datasets, and ensure rigorous evaluations. A concrete use case demonstrates its effectiveness.