This real-time model analyzes the sign from just one-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is intended in order to detect other types of anomalies such as atrial flutter, and may be constantly extended and enhanced.The model may acquire an current video clip and extend it or fill in lacking