Yep. There's a couple sections in the Old Testament where giants are mentioned. There were supposed to be a race of giants, the Nephilim, who were the offspring of angels and human women. (Apparently, the angels were pretty impressed with God's creation, as they spent a lot of time down on it making whoopee.)