This authentic-time model analyzes the signal from just one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made in order to detect other types of anomalies which include atrial flutter, and will be constantly extended and enhanced. The model could also choose an existing movie and extend