Welcome to Android Central! Are they locally stored, or in your Google Photos cloud?
If they're locally stored, open Gallery, tap the photo, tap the Menu button, and select Delete.
If they're in your Google Photos (Picasa) cloud, then open the Google Photos app, tap the photo, then tap the garbage can icon.