The 31-year-old with unidentified motives rammed a black passenger car into a crowd of people at the intersection of two streets in the Zhongshan district at 11:47 local time (3:47 GMT) and then fled the scene.
The police detained the perpetrator shortly after. The investigation into the incident is underway.