Neighbors told me that structure is currently used as a day care and a soup kitchen.
From Delaware Public Archives:
Insurance evaluations of public schools recorded and photographed in 1941.
http://archives.delaware.gov/exhibits/document/schoolval/498.shtml#TopOfPage
Rehoboth Colored School, 1941.
Maddy McCoy
Fairfax County, Virginia
Slavery Inventory Database