I finally got around creating an ML program for recognizing persons close-by (also done with Python, the "webcrawling" routine and the trained ML model is now put into one script). 

I went with "binary classification": comparatively easy to implement for there exist many code examples, the actual work was rather gathering proper training data for the algorithm. 

In my github repo you can find those algorithms in case you're interested.