Modern communication SharePoint site does not have apps like Announcements, Picture library etc enabled unlike the team sites.

It is fairly easy to enable it.

  • Go the Site Settings
  • Go to Manage site features under Site Actions
  • Click enable button for Team Collaboration Lists feature

That is it, you get access to those apps.