The accident happened on Haworth Avenue.
The SUV crashed into the children's activity room section, but luckily the library was closed at the time.
One person, believed to the driver, was injured.
Her condition was not immediately known.
One person was in the library at the time of the crash but was not hurt.
Police believe the accelerator on the vehicle may have gotten stuck and caused the accident.