It's hard to tell with 100% certainty, but most such devices have a distinctive light that can be seen from a distance.

In any case, these things tend to be used by a fairly specific demographic that tends to congregate in specific neighborhoods, so I can use that as a proxy and avoid going to those neighborhoods.