The cookbook can be previewed in two formats. One is with all the photos (which take a longer time to download) and the other is in Preview mode which shows the first 3 photos and then uses placeholders for the rest (this speeds up download).
If only some of the photos are showing up, try clicking on the green "Click here for all recipe picture preview" button after running the preview.