Shortly after the suspects entered the building and began taking merchandise, an alarm sounded.
The pair managed to kick in a security door at the back of the building and exited, according to the report.
The suspects then re-entered the building and took multiple pairs of tennis shoes, read the report.
Surveillance cameras reportedly were able to capture the incident, and footage was handed over to police.
Anyone with information should call Crime Stoppers at 937-222-STOP.