To try this out using python 3.6
Install Tensorflow (I am using version 1.13.0-dev20181116)
pip install tf-nightly-gpu
Then clone and run this script:
git clone https://github.com/autorope/edgetpu_autopilot.git
cd edgetpu_autopilot
python core.py