Welcome to Android Central! Were you only saving pictures to your phone, and not backing them up anywhere (like to Google Photos, using the Auto Backup feature)?
Use the My Files app to look in the /DCIM/Camera directory. Are all of the photo files still there, or are they gone there as well?