You can only delete photos that you aren't using in any of your books.
So, the first step is to remove the photos (used as props or scenes) from all of your books.
- Click the Photos panel on the left side.
- Click the red trash can.
- Select the photos you don't want, scroll down to the bottom, and click Delete.