Local governor Cetin Oktay Kaldirim said many were trapped by the blasts and emergency services were unable to reach the building.
President Recep Tayyip Erdogan gave details of the fatalities and said 74 others had been hurt.
The explosions in Hendek could be heard dozens of kilometres away.
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