When I put the empties and steam barrels next to each other I can differentiate them. Maybe your monitor?
I'll see if I can make the barrel a brighter white. For now I'm trying to keep it looking like the other non-descript vanilla barrels already in the game.
But I'm open to making the barrels bigger.