The pretrained model can be found at khrlimam/res-facenet. Please open that repo If you want to do transfer learning.

1. pip install -r requirements.txt
2. export FLASK_APP=server.py
3. export FLASK-DEBUG=True
4. flask run

https://demo-facenet.herokuapp.com

You can switch which model to use in config.py file