This real-time model analyzes the signal from one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is created in order to detect other sorts of anomalies like atrial flutter, and can be repeatedly prolonged and enhanced. We depict video