I’ve been working to put fastai learners into production locally. Adding in some OpenCV and Flask to make this script work asyncronously, see this git repo here.
[https://github.com/sutt/fastai2-dev/tree/master/chess-classification-hw]
Too bad my model doesn’t really work 
. Help me out on the forum here if you have any advice doing transfer learning on image classifiers.