Troopers said the accident happened around 9 a.m. Saturday in the area of the highway between Colonial Drive and University Boulevard.
Troopers said the driver, 25-year-old Russell Roberts, was southbound in the northbound lanes of 417 when he went through a toll booth and caused a four car crash.
Roberts took off on foot and ran east, troopers said.
Orange County firefighters reported only one person was hurt and taken to the hospital.
Troopers said a short while later, they were able to track Roberts with K-9s to an apartment complex at 9201 Nelson Park Cir. He was bitten by the K-9 and taken to Florida Hospital East to be treated for the bite.
State Road 417 has since re-opened.
Roberts is scheduled to go before a judge Sunday.