This actual-time model analyzes the sign from a single-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is designed to be able to detect other sorts of anomalies including atrial flutter, and may be constantly prolonged and enhanced. M