This real-time model analyzes the sign from an individual-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is built in order to detect other types of anomalies such as atrial flutter, and may be continually extended and enhanced.Ambiq®, a number one developer of extremely-very low-power semiconductor