This real-time model analyzes the signal from a single-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is developed in order to detect other types of anomalies including atrial flutter, and can be continually extended and improved. Our models are properly trained using publicly https://ultralowpowermicrocontrol64296.glifeblog.com/32947709/ambiq-apollo2-no-further-a-mystery