This true-time model analyzes the sign from a single-direct 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 including atrial flutter, and can be consistently extended and improved.Generative models are The most promising techniques to this goa