You will need a camera, a computer and a tripod (or another way to hold your camera steady). You'll also need to download a copy of the free GNU Image-Manipulation ...
Stop-motion films are incredibly difficult to make, requiring animators to take thousands upon thousands of pictures as they pose and barely move figures and set-pieces in order create a film.