A bucket can only be deleted if it is emptied of all objects contained within it. Warning: Bucket deletion is permanent. To delete a bucket: From the Buckets page, navigate to the bucket you want to delete. Delete all objects from the bucket. See Deleting an object. From the Buckets page, click the more icon for your bucket and then select Delete. A confirmation message appears. Click Confirm Delete.