The freight depot keeps all the different types of freight wagons that you can buy at a set amount only. They are an increased capacity wagons from the original one. You can have Hopper, Flatbed, etc.
Below are the pictures.
Below is the table for the upgrade of the depot for storing of more wagons. W.I.P