This true-time model analyzes the sign from a single-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is designed in order to detect other types of anomalies like atrial flutter, and will be continually extended and improved.The model also can consider an current video clip and lengthen it or fill in