This real-time model analyzes the signal from an individual-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is developed in order to detect other sorts of anomalies including atrial flutter, and may be consistently extended and improved.Generative models are Probably the most promising methods in th