At the last gym, a few of us could always tell what one guy we knew was training based upon his clothes.
It was funny, to us. He didn't even mind being teased about it, too much.

I wear dress shirts to work and usually end up in a wife-beater. If I'm actually leaving from home a pajama top and sweats.