Many people. But the difference is, someone who walks by doing nothing? Isn't normal. They're a coward and an asshole. If you have the power to help someone and you do nothing, then you are essentially helping the crime or the tragedy happen, by your action.
A hero is someone who goes above and beyond, and is willing to sacrifice more than just time and effort.