A curfew was in place in the city from 9 p.m. Saturday.
Earlier, the Atlanta Police Department said it had seen a significant decrease in the number of people on the streets as the curfew approached but a large number of protesters remained.
Police officers had rocks and other items thrown at them, an update on the force's Twitter feed said. Downtown properties also suffered damage from protesters.