The pretrained model can be found at khrlimam/res-facenet. Please open that repo If you want to do transfer learning.
pip install -r requirements.txt
export FLASK_APP=server.py
export FLASK-DEBUG=True
flask run
https://demo-facenet.herokuapp.com
You can switch which model to use in config.py
file