According to the body, the accident occurred in the commune of Arcahaie on Wednesday, when a minibus collided with a bus.
"At least 21 people have died at the site," the public security office said.
The injured people were sent to nearby hospitals. The causes of the accident remain unknown, but according to media reports, a minibus trying to overtake another vehicle collided head-on with a bus coming from the opposite direction.