TensorFlow Lite for Microcontrollers in MicroPython #TensorFlow #MicroPython #ESP32

TensorFlow Lite for Microcontrollers in MicroPython is a custom MicroPython firmware integrating TensorFlow Lite for microcontrollers and ulab to implement the TensorFlow micro examples.

The purpose of this project is to make a custom MicroPython firmware that installs TensorFlow lite for micro controllers and allows for experimentation.

I want to incubate this project here but if it is successful at enabling TensorFlow Lite for microcontroller models to be run from MicroPython. I will explore how to merge the microlite and audio_frontend modules into the TensorFlow for microcontrollers upstream repository.

There is pre-built firmware for the popular and low cost ESP32 microcontroller.

See the GitHub repo for all the details.

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Filed under: ESP32, machine learning, micropython, TensorFlow Lite —
Tags: , , , — by Anne Barela

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