This true-time model analyzes the sign from just one-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is built to have the ability to detect other kinds of anomalies like atrial flutter, and may be repeatedly extended and improved. Let