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This authentic-time model analyzes the signal from only one-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made in order to detect other kinds of anomalies for instance atrial flutter, and can be continually extended and improved.Generative models are Probably the most promising strategies in t