Yes, you will need to file a Delaware non-resident tax return. Per Delaware, "Non-Residents – File a tax return if you have any gross income during the tax year from sources in Delaware" and  "Other Income includes prizes, awards, gambling winnings, etc. earned while a resident of Delaware or from sources within Delaware."