Useful Links to Get Started with TinyML

Links for TinyML.md

TinyML Book by Pete Warden

• https://www.oreilly.com/library/view/tinyml/9781492052036/

Hello World for TensorFlow Lite

• https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/micro/examples/hello_world

TensorFlow with Arduino

• https://blog.arduino.cc/2019/10/15/get-started-with-machine-learning-on-arduino/

SparkFun Edge Board for TensorFlow

• https://www.sparkfun.com/products/15170

TensorFlow Micro

• https://www.tensorflow.org/lite/microcontrollers/get_started

Article on Quanization by Pete Warden

• https://petewarden.com/2016/05/03/how-to-quantize-neural-networks-with-tensorflow/

Arduino Nano BLE Board - Getting Started

• https://www.arduino.cc/en/Guide/NANO33BLESense#toc9

PlatformIO/CLion Guide

• https://docs.platformio.org/en/latest/integration/ide/clion.html

PlatformIO How to Link External Libraries Guide

• https://docs.platformio.org/en/latest/projectconf/section_env_library.html#lib-extra-dirs

Arduino Nano BLE Board - 4 Direction Gesture Recognition CoLab

• https://colab.research.google.com/drive/11reWQc5Cq8jG-SAZQZnWCqjURfTxFg-1?usp=sharing