As an example of code leveraging the TF Lite API, please see: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/examples/minimal/minimal.cc or https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/examples/label_image/label_image.cc