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

arXiv: https://arxiv.org/abs/2502.09067 · HTML: https://mlsanity.com/paper/2502.09067/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 13 Feb 2025.

## Abstract (arXiv)

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.