If DTW is Detroit then it is a good two and half hours drive from the airport (including getting over the bridge). Could be less if bridge traffic is light and depending whether you want to be in the north or south part of the city. We live north of the city and it is 2 hours from our driveway to the Ambassador bridge. The airport is about 15 minutes from the border, if my memory is right.