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This real-time model analyzes the signal from only one-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made to have the ability to detect other sorts of anomalies including atrial flutter, and can be continuously extended and enhanced.additional Prompt: A cat waking up its sleeping operator demand