Would it be weird if I took something my neighbor put out for trash?

They put out this shelf and I want it, but I don't want to seem strange? It would make a nice plant shelf, but it's not something I can scurry away with, so people would see me while I carried it. Is that a bad thing to do?

EDIT: Never mind. Someone beat me to it. 😭