Using images (pictures) from church website media gallery

I am a primary president, I want to print some images from the church website media gallery to make "quiet books" for our primary children to look at in sacrament meeting. I noticed some images say "This image is to be used for church purposes only"--would pictures labeled with that be allowed to be printed for this use? I just want to make sure I'm not infringing on copyrights.

See https://www.churchofjesuschrist.org/pages/online-resources-for-church-callings and https://permissions.churchofjesuschrist.org/.