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This true-time model analyzes the signal from a single-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is designed to have the ability to detect other kinds of anomalies like atrial flutter, and may be continuously prolonged and improved.The model could also consider an present video and increase it