Harry the Dirty Dog by Gene Zion (Board Book)
Harry is a white dog with black spots who absolutely, positively hates to take a bath. After a day of adventure, Harry gets so dirty that he no longer looks like a white dog with black spots. Now he looks like a black dog with white spots!