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The Birdie Pro is an updated air quality monitor that uses a mechanical bird to indicate poor air quality, now with additional sensors and smart home integrations. It's available via Kickstarter.
Proposes M²FedAQI, a lightweight multimodal federated learning framework for air quality prediction across heterogeneous edge devices, achieving significant improvements over baselines on benchmark datasets.