The chase started when officers got the baby's father out to question him about a robbery.
His passenger slid into the driver's seat and sped away. Police pursued the vehicle until it crashed.
They found the 3-month-old baby girl hanging upside down, strapped in her car seat.
Authorities said the baby is doing fine.