This genuine-time model analyzes the signal from only one-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is created in order to detect other sorts of anomalies like atrial flutter, and can be consistently extended and improved. For your binary consequence which will possibly be ‘yes/no’ o