Just wanted to chime in and mention that games like legend of Zelda and Stardew valley are 90% comprised of tilemaps, and not individual sprite objects.
Also image dimensions are a matter of how much detail you want. You don't have to worry about resolution much, full screen scaling takes care of that for you.