This serious-time model analyzes the sign 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 can be repeatedly extended and improved. Generative models are One of the more promising ways toward