This serious-time model analyzes the signal from an individual-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is built to have the ability to detect other sorts of anomalies including atrial flutter, and may be consistently extended and improved. As the volume of IoT gadgets improve, so does the