We’re used to interacting with devices using a keyboard, mouse, or touch screen, but sometimes we seek an alternative to this tactile interface. Gesture recognition presents an interesting option in such cases. Let’s use Edge Impulse to train our own machine learning model to detect gestures using data from an accelerometer.