Overall I think we need a lot more cameras in a lot more places. Their presence should be the default, but their feeds should not be monitored if there isn't a reported crime or a suspicion of one. I am not saying that the government should have default access to these feeds either.
A camera also helps exonerate someone who is not guilty, which is not an unimportant benefit.