To run, first initalize a virtualenv:
$ python -m virtualenv venv
Then activate said virtualenv:
$ .\venv\Scripts\Activate.ps1 # (or equivalent for your shell)
Then, install the requirements:
$ pip install -r requirements.txt
And finally, run with:
$ python .\recognize.py .\data\test_data\