TensorFlow Lite Raspberry Pi

With the addition of wireless LAN and Bluetooth, the Raspberry Pi Zero W is ideal for making embedded Internet of Things (IoT) projects . The Pi Zero W has been designed to be as flexible and compact as possible with mini connectors and an unpopulated 40-pin GPIO, allowing you to use only what your project requires.

Introduction. The small-body version of the Raspberry Pi supports Bluetooth 4.1 which also means it’s Bluetooth Low Energy (BLE) compatible . This increases the number of possible devices we can interface with the Raspberry Pi Zero W.

Introduction. The small-body version of the Raspberry Pi supports Bluetooth 4.1 which also means it’s Bluetooth Low Energy (BLE) compatible . This increases the number of possible devices we can interface with the Raspberry Pi Zero W.

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.