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This real-time model analyzes the signal from one-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made to have the ability to detect other types of anomalies for example atrial flutter, and will be continually extended and improved.Generative models are one of the most promising methods in directi