Fortunately, there is a lite version of TensorFlow called TensorFlow Lite (TFLite for short) which allows such models to run on devices with limited capabilities . Inference is performed in less than a second. In this tutorial we’ll prepare Raspberry Pi (RPi) to run a TFLite model for classifying images.