Unfortunately, the Musée des transports is closed for moving to a new location (since 1998) and there is no information available on its projected re-opening date.
Their site, in French, does have lots of pictures and information on the collection, as well as links to other transport museums around the world.
http://www.cnam.fr/hebergement/amtuir/