Cheap automatic license plate readers are creeping into neighborhoods
slate.com
slate.com
In python, it's probably 10 lines of code.
Once you import the openalpr library, then you get a routine that in one call takes a jpg image and returns an array of <plate-number>, <confidence %> pairs.