This authentic-time model analyzes the signal from a single-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is designed in order to detect other sorts of anomalies including atrial flutter, and may be continuously extended and enhanced.Generative models are one of the most promising ways towards th