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This genuine-time model analyzes the signal from an individual-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is intended in order to detect other kinds of anomalies which include atrial flutter, and will be constantly extended and improved.Our models are qualified using publicly available datasets