antmicro / tensorflow-arduino-examples

TensorFlow Lite Micro examples built in collaboration between Google and Antmicro, runnable in Google Colab and with Renode CI tests

TensorFlow Lite Micro on Arduino Nano examples

Copyright (c) 2021 Antmicro

This repository, developed in collaboration between Antmicro and Google's TF Lite Micro team, contains sources, tests, Google colabs and other material which use TF Lite Micro and Renode to enable easily running TF Lite Micro demos.

Repo structure

• .github/workflows - GH actions files
  • generate_ipynb_files.yml - generating ipynb files from py sources
  • test_examples.yml - building and testing examples
• examples - scripts, tests and colab files for specific TensorFlow Lite examples
  • hello_world - hello world demo on Arduino Nano 33 BLE Sense
  • micro_speech - micro speech demo on Arduino Nano 33 BLE Sense
  • magic_wand - magic wand demo on Arduino Nano 33 BLE Sense
  • person_detection - person detection demo on Arduino Nano 33 BLE Sense
• tflite-micro - tensorflow/tflite-micro-arduino-examples submodule

tensorflow-arduino-examples's Issues

some tensorflow headers are no longer needed

This commit tensorflow/tensorflow@4dadd12 from tensorflow/tensorflow#46438 removed the need for tensorflow/core/public/version.h and tensorflow/lite/version.h

These files can be removed from the arduino examples repo.

Tagging @PiotrZierhoffer

Unecessary absolute paths

It might be better to change calls such as:

tell_renode('sysbus LoadELF @/content/binaries/magic_wand/magic_wand.ino.elf')

to use relative paths, and not rely on being run from a Collab environment and a /content directory:

tell_renode('sysbus LoadELF @binaries/magic_wand/magic_wand.ino.elf')