An open-source Flower-based federated learning baseline for fitness tracking, plus a case study showing client-side early stopping cuts communication 13% with a 1% F1 drop.
Fl- pmi: federated learning-based person movement identification through wearable devices in smart healthcare systems.Sensors, 22(4):1377, 2022
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FedFitTech: A Baseline in Federated Learning for Fitness Tracking
An open-source Flower-based federated learning baseline for fitness tracking, plus a case study showing client-side early stopping cuts communication 13% with a 1% F1 drop.