This real-time model analyzes the sign from an individual-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is intended in order to detect other types of anomalies which include atrial flutter, and can be consistently prolonged and improved.Generative models are The most promising approaches towards th