AutoPage does not copy attachments on the template page when generating pages. However, graphics can still be used by linking to the image file in the Confluence template.
You can add the graphics to the Confluence page as usual and use links to replace them.
To do this, select the graphic and select "Copy image address" from the browser's right-click menu.
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Delete the image. Then select Insert Image
from the Confluence toolbar. Now select "Images from the web" in the macro and paste the copied URL.
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You will now see the image on generated Confluence pages.