Upper and Lower Case

I am creating some training data. In the real world sometimes the input strings are lower case, sometimes capitals and sometimes a mixture. The case doesnt matter to me, we just need the entities. Whats the best approach when training. Should I make a copy of the input strings in lower case and upper case?