Police responded to the scene around 5:36 a.m.
The vehicle was on its side, resting against the statue when they arrived.
According to police, the driver was traveling south on 12th Street, Northeast when he crossed over the park sidewalk and then struck the statue before coming to a rest against it.
They say the driver and a female passenger were taken to a local hospital for treatment.
They do not believe their injuries are life threatening.
Police have not indicated what charges the driver might face.