This serious-time model analyzes the signal from one-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is created to be able to detect other types of anomalies which include atrial flutter, and may be consistently extended and enhanced.We characterize video clips and images as collections of smaller mo