Missing/poor documentation

[dgtlmoon]

In your README.md you talk about each file, but not actually how somebody should use your project

Do I start with start.py or what is the flow here?

How do I do the similar/distance query?

How do I retrain the data with my own specific data? (say for example I am interested in finding similar prints of artwork and have 200,000 images)

/usr/lib/python3/dist-packages/requests/__init__.py:80: RequestsDependencyWarning: urllib3 (1.23) or chardet (3.0.4) doesn't match a supported version!
  RequestsDependencyWarning)
Traceback (most recent call last):
  File "./start.py", line 140, in <module>
    train_labels = generate_dict_from_directory()
  File "./start.py", line 95, in generate_dict_from_directory
    f = open(pickle_file, 'wb')
FileNotFoundError: [Errno 2] No such file or directory: './train/pickle/combined.pickle'