download the weight and config file and put them in de model-weight and config folder :
https://drive.google.com/drive/folders/1oj9p04mPjbbCbq1qSK8ChMjOhMLMpk42
and download the episodes from somewhere ;)
then train the faces by running train-faces.py (faces are from episode one)