You may experience an increase in vaginal discharge during your pregnancy due to higher levels of estrogen. This thin, milky, mild-smelling discharge is perfectly normal and plays a role in keeping you and your baby healthy. The amount of discharge can possibly increase until term, sometimes becoming quite heavy.