Not really in some countries taxis are specific vehicle types and clearly branded. American ones are ordinary cars with slight modifications.
In most places taxis can be identified as: having a specific color/color pattern and/or a ceiling fixture
It is by design because you want taxis to stand out from other vehicles
Remember that the goal here is to test that a request isn't coming from a computer, and 'identify all the similar things in these images' is really easy for a computer.