This real-time model analyzes the signal from only one-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is designed to be able to detect other kinds of anomalies which include atrial flutter, and may be constantly prolonged and enhanced.Our models are qualified using publicly obtainable datasets, Ea