This true-time model analyzes the sign from a single-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is intended to be able to detect other sorts of anomalies like atrial flutter, and can be continuously extended and enhanced.The model could also consider an present video and lengthen it or fill in