The neighbor videotaped Brian Wheeler operating his push mower wearing nothing but sandals.
The neighbor then filed a police report, forcing the school to move him to a non-teaching position.
Wheeler was not charged with a crime, but is still fighting to teach again.
The teachers union says the punishment is too strict.
They say the neighbor who "exposed" Wheeler has a history of issues with him.