Officers were called to reports of a dispute with a weapon yesterday just after 6:30 pm. The incident occurred on Grey Road 1.
Officers arrived on the scene and a 26-year-old male of Georgian Bluffs was placed under arrest.
In addition to the assault, the accused was charged with uttering threats and possession of a weapon for a dangerous purpose.
He remains in custody pending a bail hearing at an Owen Sound court.