Accessing the Object Settings Panel

Place an object on the map using Stamp.
While Stamp is selected, click the gear icon (⚙) in the top left corner of the object.
The Object Settings panel will open on the right.

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If you cannot see the gear icon, make sure that you are on the correct layer (object or top object) and make sure that the item in question is an object item and not a tile or background image.