This is a repo showing how to do C++ deployment with MXNet.
git clone https://github.com/pppoe/mxnet-Cpp-Deployment-Wrapper-Demo.git
cd mxnet-Cpp-Deployment-Wrapper-Demo
make
./build/main ./build/model/Inception-7-symbol.json ./build/model/Inception-7-0001.params ./build/model/synset.txt ./example.jpg
Input: ./example.jpg
149 0.48231 n02109961 Eskimo dog, husky
We will need a blas backend (OpenBlas/MKL) and OpenCV for image IO.
On Mac, we have the handy homebrew.
brew install opencv3
brew install openblas
Check for the CMakeLists.txt for details. We can set the USE_MKL to True to use MKL if it is installed properly.
Note that the example wrapper mx_model.h/cc is for the inception-v3. Pay attention to the pre-processing code inside the run_with_input_BGR_8UC3(const uint8_t *p_image_data).
There is another sample code repo for iOS deployment: pppoe/WhatsThis-iOS