This actual-time model analyzes the signal from just one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is created to have the ability to detect other sorts of anomalies for example atrial flutter, and can be constantly extended and enhanced.Our models are trained using publicly available datasets,