The accident occurred in the south of the capital when both convoys collided head-on, according to the Civil Defense spokesman in statements to the state television channel.
The official added that no deaths were reported, and that the injured were treated in hospitals mostly for injuries such as bruises, cuts and minor fractures.
One of the trains was for passengers and came from the town of Hammam-Lif.
