I'm going to assume you mistakingly deleted the pics from an iOS device. Having said that, initiate the Photos app, select "Albums", and then scroll down to select the "Recently Deleted" option. After that, the deleted pics that you haven't removed from this particular folder will be present. Simply tap on "Select" and then choose the pic(s) you want to recover, and then select "Recover".