generic-tflmicro

• This repository provides:

  • cmake project to generate TensorFlow Lite for Microcontrollers ( TFLM ) as a library
    • You can easily use TFLM in your project by adding this repository as git-submodule
  • sample project (hello world project) to use the TFLM library

• The TFLM library in this repo doesn't have platform-specific hardware optimizations. So the library should run on any platform

  • I made this repository mainly for development on PC (Windows and Linux on x64)
  • When you use a specific hardware like Arduino, it' better to create a new library for the device to get better performance

How to build

PC Linux (x64)

mkdir -p build && cd build/
cmake ..
make -j4
./examples/hello_world/hello_world 

Windows (Visual Studio 2019) (x64)

• Use cmake-gui

How to use in your project

Refer to examples/hello_world/CMakeLists.txt

How this repository was generated

• Clone code and generate all projects
  • It's actually no need to generate all projects, but just generating hello_world project didn't work to me

git clone https://github.com/tensorflow/tensorflow.git
cd tensorflow
# git checkout 1e8f4666f2fbc1bdd4ce2797b218de0453cffc63

make -f tensorflow/lite/micro/tools/make/Makefile generate_projects
# make -f tensorflow/lite/micro/tools/make/Makefile generate_hello_world_make_project

ls tensorflow/lite/micro/tools/make/gen/linux_x86_64_default/prj/hello_world/tensorflow_lite.zip

• Add CMakeLists.txt files
• Do some modifications (see commit log to find diff)