You should preload your images into code.
var image = new Image();
image.src = "https://stackoverflow.com/questions/3191922/path";
when you want to use:
nextimg_img.attr('src', image.src);
Then when you swap the src out just swap from the preloaded image objects. That should do the trick to avoid redownloading.