This actual-time model analyzes the signal from an individual-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made in order to detect other kinds of anomalies for example atrial flutter, and may be consistently prolonged and enhanced. Ambiq®, a number one developer of https://ambiq.ai/articles/benchmark-results/