This actual-time model analyzes the sign from one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is created to be able to detect other kinds of anomalies such as atrial flutter, and can be consistently extended and enhanced. By priori