LB -almost everyone crosses on red lights in the US if there are no cars. Most people even cross in the middle of the street where there aren’t even traffic lights.
Personally, I am makpid for several reasons. 1. Safety 2. chinuch reasons if any kids see me 3. Kiddush Hashem
But I think most people are not makpid if there are no cars coming. Why does that shock you?