This serious-time model analyzes the sign from only one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is created to have the ability to detect other types of anomalies for example atrial flutter, and may be continually prolonged and improved.We characterize videos and pictures as collections of sm