Technically yes, but if you consider a good translation to be what a native English speaker would say in the same situation, then downtown is probably the better translation as it's used more often than uptown.
Question to others: I live in Tokyo so am used to 登りの電車 going into Tokyo but if you live in the suburbs of, say, Fukuoka, is the same term used for a train going into town?