The smart insole contains sensors like accelerometers and pressure sensors that provide real-time data on acceleration and pressure points. This data can be used to detect different activities through analysis of patterns in the sensor readings, allowing it to differentiate between walking and running or count steps. With calibration and advanced algorithms, more complex activities could potentially be identified as well, such as climbing stairs, types of exercise, cycling, or determining if a person is carrying heavy luggage.